diff --git a/.env.example b/.env.example
index 666788e..9c2b10c 100644
--- a/.env.example
+++ b/.env.example
@@ -1,5 +1,17 @@
 # LocalGreenChain Environment Variables
 
+# ===========================================
+# DATABASE CONFIGURATION (Required for Agent 2)
+# ===========================================
+
+# PostgreSQL connection string
+# Format: postgresql://USER:PASSWORD@HOST:PORT/DATABASE?schema=SCHEMA
+DATABASE_URL="postgresql://postgres:password@localhost:5432/localgreenchain?schema=public"
+
+# ===========================================
+# EXTERNAL SERVICES
+# ===========================================
+
 # Plants.net API (optional)
 PLANTS_NET_API_KEY=your_api_key_here
 
diff --git a/docs/DATABASE.md b/docs/DATABASE.md
new file mode 100644
index 0000000..31f7ed3
--- /dev/null
+++ b/docs/DATABASE.md
@@ -0,0 +1,363 @@
+# LocalGreenChain Database Integration
+
+This document describes the PostgreSQL database integration for LocalGreenChain, implemented as part of Agent 2's deployment.
+
+## Overview
+
+The database layer provides persistent storage for all LocalGreenChain entities using PostgreSQL and Prisma ORM. This replaces the previous file-based JSON storage with a robust, scalable database solution.
+
+## Quick Start
+
+### 1. Install Dependencies
+
+```bash
+bun install
+```
+
+### 2. Configure Database
+
+Copy the environment template and configure your database connection:
+
+```bash
+cp .env.example .env
+```
+
+Edit `.env` and set your PostgreSQL connection string:
+
+```env
+DATABASE_URL="postgresql://user:password@localhost:5432/localgreenchain?schema=public"
+```
+
+### 3. Generate Prisma Client
+
+```bash
+bun run db:generate
+```
+
+### 4. Run Migrations
+
+For development:
+```bash
+bun run db:migrate
+```
+
+For production:
+```bash
+bun run db:migrate:prod
+```
+
+### 5. Seed Database (Optional)
+
+```bash
+bun run db:seed
+```
+
+## Database Schema
+
+The schema includes the following main entities:
+
+### Core Entities
+
+| Entity | Description |
+|--------|-------------|
+| `User` | User accounts with authentication and profiles |
+| `Plant` | Plant records with lineage tracking |
+| `TransportEvent` | Supply chain transport events |
+| `SeedBatch` | Seed batch tracking |
+| `HarvestBatch` | Harvest batch records |
+
+### Vertical Farming
+
+| Entity | Description |
+|--------|-------------|
+| `VerticalFarm` | Vertical farm facilities |
+| `GrowingZone` | Individual growing zones |
+| `CropBatch` | Active crop batches |
+| `GrowingRecipe` | Growing recipes/protocols |
+| `ResourceUsage` | Energy and resource tracking |
+| `FarmAnalytics` | Farm performance analytics |
+
+### Demand & Market
+
+| Entity | Description |
+|--------|-------------|
+| `ConsumerPreference` | Consumer food preferences |
+| `DemandSignal` | Aggregated demand signals |
+| `SupplyCommitment` | Grower supply commitments |
+| `MarketMatch` | Matched supply and demand |
+| `SeasonalPlan` | Grower seasonal plans |
+| `DemandForecast` | Demand predictions |
+| `PlantingRecommendation` | Planting recommendations |
+
+### Audit & Blockchain
+
+| Entity | Description |
+|--------|-------------|
+| `AuditLog` | System audit trail |
+| `BlockchainBlock` | Blockchain block storage |
+
+## Usage
+
+### Importing the Database Layer
+
+```typescript
+import * as db from '@/lib/db';
+// or import specific functions
+import { createPlant, getPlantById, getPlantLineage } from '@/lib/db';
+```
+
+### Common Operations
+
+#### Users
+
+```typescript
+// Create a user
+const user = await db.createUser({
+  email: 'grower@example.com',
+  name: 'John Farmer',
+  userType: 'GROWER',
+  city: 'San Francisco',
+  country: 'USA',
+});
+
+// Get user by email
+const user = await db.getUserByEmail('grower@example.com');
+
+// Get user with their plants
+const userWithPlants = await db.getUserWithPlants(userId);
+```
+
+#### Plants
+
+```typescript
+// Create a plant
+const plant = await db.createPlant({
+  commonName: 'Cherry Tomato',
+  scientificName: 'Solanum lycopersicum',
+  plantedDate: new Date(),
+  latitude: 37.7749,
+  longitude: -122.4194,
+  ownerId: userId,
+});
+
+// Clone a plant
+const clone = await db.clonePlant(parentId, newOwnerId, 'CLONE');
+
+// Get plant lineage
+const lineage = await db.getPlantLineage(plantId);
+// Returns: { plant, ancestors, descendants, siblings }
+
+// Find nearby plants
+const nearby = await db.getNearbyPlants({
+  latitude: 37.7749,
+  longitude: -122.4194,
+  radiusKm: 10,
+});
+```
+
+#### Transport Events
+
+```typescript
+// Create a transport event
+const event = await db.createTransportEvent({
+  eventType: 'DISTRIBUTION',
+  fromLatitude: 37.8044,
+  fromLongitude: -122.2712,
+  fromLocationType: 'VERTICAL_FARM',
+  toLatitude: 37.7849,
+  toLongitude: -122.4094,
+  toLocationType: 'MARKET',
+  durationMinutes: 25,
+  transportMethod: 'ELECTRIC_TRUCK',
+  senderId: farmerId,
+  receiverId: distributorId,
+});
+
+// Get plant journey
+const journey = await db.getPlantJourney(plantId);
+
+// Get environmental impact
+const impact = await db.getEnvironmentalImpact({ userId });
+```
+
+#### Vertical Farms
+
+```typescript
+// Create a farm
+const farm = await db.createVerticalFarm({
+  name: 'Urban Greens',
+  ownerId: userId,
+  latitude: 37.8044,
+  longitude: -122.2712,
+  address: '123 Farm St',
+  city: 'Oakland',
+  country: 'USA',
+  specs: { totalAreaSqm: 500, numberOfLevels: 5 },
+});
+
+// Create a growing zone
+const zone = await db.createGrowingZone({
+  name: 'Zone A',
+  farmId: farm.id,
+  level: 1,
+  areaSqm: 80,
+  growingMethod: 'NFT',
+  plantPositions: 400,
+});
+
+// Create a crop batch
+const batch = await db.createCropBatch({
+  farmId: farm.id,
+  zoneId: zone.id,
+  cropType: 'Lettuce',
+  plantCount: 400,
+  plantingDate: new Date(),
+  expectedHarvestDate: new Date(Date.now() + 28 * 24 * 60 * 60 * 1000),
+  expectedYieldKg: 60,
+});
+```
+
+#### Demand & Market
+
+```typescript
+// Set consumer preferences
+await db.upsertConsumerPreference({
+  consumerId: userId,
+  latitude: 37.7849,
+  longitude: -122.4094,
+  preferredCategories: ['leafy_greens', 'herbs'],
+  certificationPreferences: ['organic', 'local'],
+});
+
+// Create supply commitment
+const commitment = await db.createSupplyCommitment({
+  growerId: farmerId,
+  produceType: 'Butterhead Lettuce',
+  committedQuantityKg: 60,
+  availableFrom: new Date(),
+  availableUntil: new Date(Date.now() + 30 * 24 * 60 * 60 * 1000),
+  pricePerKg: 8.5,
+  deliveryRadiusKm: 25,
+  deliveryMethods: ['grower_delivery', 'customer_pickup'],
+});
+
+// Find matching supply
+const matches = await db.findMatchingSupply(
+  'Lettuce',
+  { latitude: 37.7849, longitude: -122.4094, radiusKm: 20 },
+  new Date()
+);
+```
+
+### Using the Database-Backed Blockchain
+
+The database layer includes a `PlantChainDB` class that provides blockchain functionality with PostgreSQL persistence:
+
+```typescript
+import { getBlockchainDB } from '@/lib/blockchain/manager';
+
+// Get the database-backed blockchain
+const chain = await getBlockchainDB();
+
+// Register a plant (creates both DB record and blockchain block)
+const { plant, block } = await chain.registerPlant({
+  commonName: 'Tomato',
+  latitude: 37.7749,
+  longitude: -122.4194,
+  ownerId: userId,
+});
+
+// Clone a plant
+const { plant: clone, block: cloneBlock } = await chain.clonePlant(
+  parentId,
+  newOwnerId,
+  'CLONE'
+);
+
+// Verify blockchain integrity
+const isValid = await chain.isChainValid();
+```
+
+## NPM Scripts
+
+| Script | Description |
+|--------|-------------|
+| `bun run db:generate` | Generate Prisma client |
+| `bun run db:push` | Push schema to database (dev) |
+| `bun run db:migrate` | Create and run migration (dev) |
+| `bun run db:migrate:prod` | Run migrations (production) |
+| `bun run db:seed` | Seed database with test data |
+| `bun run db:studio` | Open Prisma Studio GUI |
+
+## Architecture
+
+```
+lib/db/
+├── prisma.ts      # Prisma client singleton
+├── types.ts       # Type definitions and utilities
+├── users.ts       # User CRUD operations
+├── plants.ts      # Plant operations with lineage
+├── transport.ts   # Transport event operations
+├── farms.ts       # Vertical farm operations
+├── demand.ts      # Demand and market operations
+├── audit.ts       # Audit logging and blockchain
+└── index.ts       # Central exports
+
+prisma/
+├── schema.prisma  # Database schema
+└── seed.ts        # Seed script
+```
+
+## Migration from File Storage
+
+If you have existing data in JSON files, you can migrate to the database:
+
+1. Ensure database is configured and migrations are run
+2. Load existing JSON data
+3. Use the database service layer to insert records
+4. Verify data integrity
+5. Remove old JSON files
+
+## Performance Considerations
+
+- The schema includes strategic indexes on frequently queried fields
+- Pagination is supported for large result sets
+- Location-based queries use in-memory filtering (consider PostGIS for large scale)
+- Blockchain integrity verification scans all blocks (cache results for performance)
+
+## Troubleshooting
+
+### Connection Issues
+
+```bash
+# Test database connection
+bunx prisma db pull
+```
+
+### Migration Issues
+
+```bash
+# Reset database (WARNING: deletes all data)
+bunx prisma migrate reset
+
+# Generate new migration
+bunx prisma migrate dev --name your_migration_name
+```
+
+### Type Issues
+
+```bash
+# Regenerate Prisma client
+bun run db:generate
+```
+
+## Security Notes
+
+- Never commit `.env` files with real credentials
+- Use environment variables for all sensitive configuration
+- Database user should have minimal required permissions
+- Enable SSL for production database connections
+
+---
+
+*Implemented by Agent 2 - Database Integration*
diff --git a/lib/blockchain/PlantChainDB.ts b/lib/blockchain/PlantChainDB.ts
new file mode 100644
index 0000000..01f641c
--- /dev/null
+++ b/lib/blockchain/PlantChainDB.ts
@@ -0,0 +1,419 @@
+/**
+ * PlantChainDB - Database-backed blockchain for plant lineage tracking
+ * This implementation uses PostgreSQL via Prisma for persistence while
+ * maintaining blockchain data integrity guarantees
+ */
+
+import { PlantBlock } from './PlantBlock';
+import type { PlantData, PlantLineage, NearbyPlant, PlantNetwork } from './types';
+import * as db from '../db';
+import type { Plant, BlockchainBlock } from '../db/types';
+
+/**
+ * Convert database Plant model to PlantData format
+ */
+function plantToPlantData(plant: Plant & { owner?: { id: string; name: string; email: string } }): PlantData {
+  return {
+    id: plant.id,
+    commonName: plant.commonName,
+    scientificName: plant.scientificName || undefined,
+    species: plant.species || undefined,
+    genus: plant.genus || undefined,
+    family: plant.family || undefined,
+    parentPlantId: plant.parentPlantId || undefined,
+    propagationType: plant.propagationType.toLowerCase() as PlantData['propagationType'],
+    generation: plant.generation,
+    plantedDate: plant.plantedDate.toISOString(),
+    harvestedDate: plant.harvestedDate?.toISOString(),
+    status: plant.status.toLowerCase() as PlantData['status'],
+    location: {
+      latitude: plant.latitude,
+      longitude: plant.longitude,
+      address: plant.address || undefined,
+      city: plant.city || undefined,
+      country: plant.country || undefined,
+    },
+    owner: plant.owner ? {
+      id: plant.owner.id,
+      name: plant.owner.name,
+      email: plant.owner.email,
+    } : {
+      id: plant.ownerId,
+      name: 'Unknown',
+      email: 'unknown@localgreenchain.io',
+    },
+    childPlants: [], // Will be populated separately if needed
+    environment: plant.environment as PlantData['environment'],
+    growthMetrics: plant.growthMetrics as PlantData['growthMetrics'],
+    notes: plant.notes || undefined,
+    images: plant.images || undefined,
+    plantsNetId: plant.plantsNetId || undefined,
+    registeredAt: plant.registeredAt.toISOString(),
+    updatedAt: plant.updatedAt.toISOString(),
+  };
+}
+
+/**
+ * PlantChainDB - Database-backed plant blockchain
+ */
+export class PlantChainDB {
+  public difficulty: number;
+
+  constructor(difficulty: number = 4) {
+    this.difficulty = difficulty;
+  }
+
+  /**
+   * Initialize the chain with genesis block if needed
+   */
+  async initialize(): Promise<void> {
+    const latestBlock = await db.getLatestBlockchainBlock();
+    if (!latestBlock) {
+      await this.createGenesisBlock();
+    }
+  }
+
+  /**
+   * Create the genesis block
+   */
+  private async createGenesisBlock(): Promise<BlockchainBlock> {
+    const genesisPlant: PlantData = {
+      id: 'genesis-plant-0',
+      commonName: 'Genesis Plant',
+      scientificName: 'Blockchain primordialis',
+      propagationType: 'original',
+      generation: 0,
+      plantedDate: new Date().toISOString(),
+      status: 'mature',
+      location: {
+        latitude: 0,
+        longitude: 0,
+        address: 'The Beginning',
+      },
+      owner: {
+        id: 'system',
+        name: 'LocalGreenChain',
+        email: 'system@localgreenchain.org',
+      },
+      childPlants: [],
+      registeredAt: new Date().toISOString(),
+      updatedAt: new Date().toISOString(),
+    };
+
+    const block = new PlantBlock(0, new Date().toISOString(), genesisPlant, '0');
+
+    return db.createBlockchainBlock({
+      index: 0,
+      timestamp: new Date(),
+      previousHash: '0',
+      hash: block.hash,
+      nonce: 0,
+      blockType: 'genesis',
+      content: { plant: genesisPlant },
+    });
+  }
+
+  /**
+   * Get the latest block
+   */
+  async getLatestBlock(): Promise<BlockchainBlock | null> {
+    return db.getLatestBlockchainBlock();
+  }
+
+  /**
+   * Register a new plant and add to blockchain
+   */
+  async registerPlant(plantData: {
+    id?: string;
+    commonName: string;
+    scientificName?: string;
+    species?: string;
+    genus?: string;
+    family?: string;
+    plantedDate?: Date;
+    status?: 'SPROUTED' | 'GROWING' | 'MATURE' | 'FLOWERING' | 'FRUITING' | 'DORMANT' | 'DECEASED';
+    latitude: number;
+    longitude: number;
+    address?: string;
+    city?: string;
+    country?: string;
+    ownerId: string;
+    notes?: string;
+    images?: string[];
+    plantsNetId?: string;
+  }): Promise<{ plant: Plant; block: BlockchainBlock }> {
+    // Create plant in database
+    const plant = await db.createPlant({
+      ...plantData,
+      plantedDate: plantData.plantedDate || new Date(),
+      propagationType: 'ORIGINAL',
+      generation: 0,
+    });
+
+    // Get latest block for previous hash
+    const latestBlock = await this.getLatestBlock();
+    const previousHash = latestBlock?.hash || '0';
+    const nextIndex = (latestBlock?.index ?? -1) + 1;
+
+    // Create PlantBlock for mining
+    const plantDataForBlock = await this.getPlantData(plant.id);
+    const newBlock = new PlantBlock(
+      nextIndex,
+      new Date().toISOString(),
+      plantDataForBlock!,
+      previousHash
+    );
+    newBlock.mineBlock(this.difficulty);
+
+    // Store block in database
+    const blockchainBlock = await db.createBlockchainBlock({
+      index: nextIndex,
+      timestamp: new Date(),
+      previousHash,
+      hash: newBlock.hash,
+      nonce: newBlock.nonce,
+      blockType: 'plant',
+      plantId: plant.id,
+      content: { plant: plantDataForBlock, action: 'REGISTER' },
+    });
+
+    // Update plant with blockchain reference
+    await db.updatePlantBlockchain(plant.id, nextIndex, newBlock.hash);
+
+    return { plant, block: blockchainBlock };
+  }
+
+  /**
+   * Clone a plant and add to blockchain
+   */
+  async clonePlant(
+    parentPlantId: string,
+    ownerId: string,
+    propagationType: 'SEED' | 'CLONE' | 'CUTTING' | 'DIVISION' | 'GRAFTING',
+    overrides?: {
+      latitude?: number;
+      longitude?: number;
+      address?: string;
+      city?: string;
+      country?: string;
+      notes?: string;
+    }
+  ): Promise<{ plant: Plant; block: BlockchainBlock }> {
+    // Create cloned plant in database
+    const plant = await db.clonePlant(
+      parentPlantId,
+      ownerId,
+      propagationType,
+      overrides
+    );
+
+    // Get latest block for previous hash
+    const latestBlock = await this.getLatestBlock();
+    const previousHash = latestBlock?.hash || '0';
+    const nextIndex = (latestBlock?.index ?? -1) + 1;
+
+    // Create PlantBlock for mining
+    const plantDataForBlock = await this.getPlantData(plant.id);
+    const newBlock = new PlantBlock(
+      nextIndex,
+      new Date().toISOString(),
+      plantDataForBlock!,
+      previousHash
+    );
+    newBlock.mineBlock(this.difficulty);
+
+    // Store block in database
+    const blockchainBlock = await db.createBlockchainBlock({
+      index: nextIndex,
+      timestamp: new Date(),
+      previousHash,
+      hash: newBlock.hash,
+      nonce: newBlock.nonce,
+      blockType: 'plant',
+      plantId: plant.id,
+      content: {
+        plant: plantDataForBlock,
+        action: 'CLONE',
+        parentPlantId,
+      },
+    });
+
+    // Update plant with blockchain reference
+    await db.updatePlantBlockchain(plant.id, nextIndex, newBlock.hash);
+
+    return { plant, block: blockchainBlock };
+  }
+
+  /**
+   * Update plant status and add to blockchain
+   */
+  async updatePlantStatus(
+    plantId: string,
+    status: 'SPROUTED' | 'GROWING' | 'MATURE' | 'FLOWERING' | 'FRUITING' | 'DORMANT' | 'DECEASED',
+    harvestedDate?: Date
+  ): Promise<{ plant: Plant; block: BlockchainBlock }> {
+    // Update plant in database
+    const plant = await db.updatePlantStatus(plantId, status, harvestedDate);
+
+    // Get latest block for previous hash
+    const latestBlock = await this.getLatestBlock();
+    const previousHash = latestBlock?.hash || '0';
+    const nextIndex = (latestBlock?.index ?? -1) + 1;
+
+    // Create PlantBlock for mining
+    const plantDataForBlock = await this.getPlantData(plant.id);
+    const newBlock = new PlantBlock(
+      nextIndex,
+      new Date().toISOString(),
+      plantDataForBlock!,
+      previousHash
+    );
+    newBlock.mineBlock(this.difficulty);
+
+    // Store block in database
+    const blockchainBlock = await db.createBlockchainBlock({
+      index: nextIndex,
+      timestamp: new Date(),
+      previousHash,
+      hash: newBlock.hash,
+      nonce: newBlock.nonce,
+      blockType: 'plant',
+      plantId: plant.id,
+      content: {
+        plant: plantDataForBlock,
+        action: 'UPDATE_STATUS',
+        newStatus: status,
+      },
+    });
+
+    // Update plant with blockchain reference
+    await db.updatePlantBlockchain(plant.id, nextIndex, newBlock.hash);
+
+    return { plant, block: blockchainBlock };
+  }
+
+  /**
+   * Get plant data in PlantData format
+   */
+  async getPlantData(plantId: string): Promise<PlantData | null> {
+    const plant = await db.getPlantWithOwner(plantId);
+    if (!plant) return null;
+
+    const plantData = plantToPlantData(plant as Plant & { owner: { id: string; name: string; email: string } });
+
+    // Get child plant IDs
+    const lineage = await db.getPlantLineage(plantId);
+    plantData.childPlants = lineage.descendants.map(d => d.id);
+
+    return plantData;
+  }
+
+  /**
+   * Get a plant by ID
+   */
+  async getPlant(plantId: string): Promise<Plant | null> {
+    return db.getPlantById(plantId);
+  }
+
+  /**
+   * Get plant with owner
+   */
+  async getPlantWithOwner(plantId: string) {
+    return db.getPlantWithOwner(plantId);
+  }
+
+  /**
+   * Get complete lineage for a plant
+   */
+  async getPlantLineage(plantId: string): Promise<PlantLineage | null> {
+    const result = await db.getPlantLineage(plantId);
+    if (!result.plant) return null;
+
+    const plant = result.plant as Plant & { owner: { id: string; name: string; email: string } };
+
+    return {
+      plantId,
+      ancestors: result.ancestors.map(p => plantToPlantData(p as Plant & { owner: { id: string; name: string; email: string } })),
+      descendants: result.descendants.map(p => plantToPlantData(p as Plant & { owner: { id: string; name: string; email: string } })),
+      siblings: result.siblings.map(p => plantToPlantData(p as Plant & { owner: { id: string; name: string; email: string } })),
+      generation: plant.generation,
+    };
+  }
+
+  /**
+   * Find plants near a location
+   */
+  async findNearbyPlants(
+    latitude: number,
+    longitude: number,
+    radiusKm: number = 50,
+    excludeOwnerId?: string
+  ): Promise<NearbyPlant[]> {
+    const plants = await db.getNearbyPlants(
+      { latitude, longitude, radiusKm },
+      excludeOwnerId
+    );
+
+    return plants.map(p => ({
+      plant: plantToPlantData(p as Plant & { owner: { id: string; name: string; email: string } }),
+      distance: p.distance,
+      owner: {
+        id: p.ownerId,
+        name: 'Unknown',
+        email: 'unknown@localgreenchain.io',
+      },
+    }));
+  }
+
+  /**
+   * Get network statistics
+   */
+  async getNetworkStats(): Promise<PlantNetwork> {
+    return db.getPlantNetworkStats();
+  }
+
+  /**
+   * Validate the blockchain integrity
+   */
+  async isChainValid(): Promise<boolean> {
+    const result = await db.verifyBlockchainIntegrity();
+    return result.isValid;
+  }
+
+  /**
+   * Get blockchain statistics
+   */
+  async getBlockchainStats() {
+    return db.getBlockchainStats();
+  }
+
+  /**
+   * Search plants
+   */
+  async searchPlants(query: string, options?: { page?: number; limit?: number }) {
+    return db.searchPlants(query, options);
+  }
+
+  /**
+   * Get plants by owner
+   */
+  async getPlantsByOwner(ownerId: string) {
+    return db.getPlantsByOwner(ownerId);
+  }
+}
+
+// Singleton instance
+let plantChainInstance: PlantChainDB | null = null;
+
+/**
+ * Get the singleton PlantChainDB instance
+ */
+export async function getPlantChain(): Promise<PlantChainDB> {
+  if (!plantChainInstance) {
+    plantChainInstance = new PlantChainDB();
+    await plantChainInstance.initialize();
+  }
+  return plantChainInstance;
+}
+
+export default PlantChainDB;
diff --git a/lib/blockchain/manager.ts b/lib/blockchain/manager.ts
index b0d2abc..b0e8546 100644
--- a/lib/blockchain/manager.ts
+++ b/lib/blockchain/manager.ts
@@ -1,14 +1,22 @@
 /**
  * Blockchain Manager
  * Singleton to manage the global plant blockchain instance
+ *
+ * Supports two modes:
+ * 1. File-based (legacy): Uses JSON file storage
+ * 2. Database-backed: Uses PostgreSQL via Prisma (recommended)
  */
 
 import { PlantChain } from './PlantChain';
+import { PlantChainDB, getPlantChain as getDBPlantChain } from './PlantChainDB';
 import fs from 'fs';
 import path from 'path';
 
 const BLOCKCHAIN_FILE = path.join(process.cwd(), 'data', 'plantchain.json');
 
+// Flag to determine storage mode
+const USE_DATABASE = process.env.DATABASE_URL ? true : false;
+
 class BlockchainManager {
   private static instance: BlockchainManager;
   private plantChain: PlantChain;
@@ -104,3 +112,21 @@ export function getBlockchain(): PlantChain {
 export function saveBlockchain(): void {
   BlockchainManager.getInstance().saveBlockchain();
 }
+
+/**
+ * Get the database-backed blockchain instance
+ * Use this for production applications with PostgreSQL
+ */
+export async function getBlockchainDB(): Promise<PlantChainDB> {
+  return getDBPlantChain();
+}
+
+/**
+ * Check if using database storage
+ */
+export function isUsingDatabase(): boolean {
+  return USE_DATABASE;
+}
+
+// Export the DB class for type usage
+export { PlantChainDB };
diff --git a/lib/db/audit.ts b/lib/db/audit.ts
new file mode 100644
index 0000000..041312f
--- /dev/null
+++ b/lib/db/audit.ts
@@ -0,0 +1,296 @@
+/**
+ * Audit & Blockchain Database Service
+ * Operations for audit logging and blockchain block storage
+ */
+
+import prisma from './prisma';
+import type { AuditLog, BlockchainBlock, Prisma } from '@prisma/client';
+import type { PaginationOptions, PaginatedResult, DateRangeFilter } from './types';
+import { createPaginatedResult } from './types';
+
+// ============================================
+// AUDIT LOG OPERATIONS
+// ============================================
+
+// Create an audit log entry
+export async function createAuditLog(data: {
+  userId?: string;
+  action: string;
+  entityType: string;
+  entityId?: string;
+  previousValue?: Record<string, unknown>;
+  newValue?: Record<string, unknown>;
+  metadata?: Record<string, unknown>;
+  ipAddress?: string;
+  userAgent?: string;
+}): Promise<AuditLog> {
+  return prisma.auditLog.create({ data });
+}
+
+// Get audit logs with pagination
+export async function getAuditLogs(
+  options: PaginationOptions = {},
+  filters?: {
+    userId?: string;
+    action?: string;
+    entityType?: string;
+    entityId?: string;
+    dateRange?: DateRangeFilter;
+  }
+): Promise<PaginatedResult<AuditLog>> {
+  const page = options.page || 1;
+  const limit = options.limit || 50;
+  const skip = (page - 1) * limit;
+
+  const where: Prisma.AuditLogWhereInput = {};
+  if (filters?.userId) where.userId = filters.userId;
+  if (filters?.action) where.action = { contains: filters.action, mode: 'insensitive' };
+  if (filters?.entityType) where.entityType = filters.entityType;
+  if (filters?.entityId) where.entityId = filters.entityId;
+  if (filters?.dateRange) {
+    where.timestamp = {
+      gte: filters.dateRange.start,
+      lte: filters.dateRange.end,
+    };
+  }
+
+  const [logs, total] = await Promise.all([
+    prisma.auditLog.findMany({
+      where,
+      skip,
+      take: limit,
+      orderBy: { timestamp: 'desc' },
+      include: { user: true },
+    }),
+    prisma.auditLog.count({ where }),
+  ]);
+
+  return createPaginatedResult(logs, total, page, limit);
+}
+
+// Get audit logs for entity
+export async function getEntityAuditLogs(
+  entityType: string,
+  entityId: string
+): Promise<AuditLog[]> {
+  return prisma.auditLog.findMany({
+    where: { entityType, entityId },
+    orderBy: { timestamp: 'desc' },
+    include: { user: true },
+  });
+}
+
+// Get audit logs by user
+export async function getUserAuditLogs(
+  userId: string,
+  options: PaginationOptions = {}
+): Promise<PaginatedResult<AuditLog>> {
+  const page = options.page || 1;
+  const limit = options.limit || 50;
+  const skip = (page - 1) * limit;
+
+  const [logs, total] = await Promise.all([
+    prisma.auditLog.findMany({
+      where: { userId },
+      skip,
+      take: limit,
+      orderBy: { timestamp: 'desc' },
+    }),
+    prisma.auditLog.count({ where: { userId } }),
+  ]);
+
+  return createPaginatedResult(logs, total, page, limit);
+}
+
+// Get recent audit logs summary
+export async function getAuditLogsSummary(hours: number = 24) {
+  const since = new Date(Date.now() - hours * 60 * 60 * 1000);
+
+  const [
+    totalLogs,
+    actionBreakdown,
+    entityBreakdown,
+    recentLogs,
+  ] = await Promise.all([
+    prisma.auditLog.count({
+      where: { timestamp: { gte: since } },
+    }),
+    prisma.auditLog.groupBy({
+      by: ['action'],
+      _count: { action: true },
+      where: { timestamp: { gte: since } },
+    }),
+    prisma.auditLog.groupBy({
+      by: ['entityType'],
+      _count: { entityType: true },
+      where: { timestamp: { gte: since } },
+    }),
+    prisma.auditLog.findMany({
+      where: { timestamp: { gte: since } },
+      orderBy: { timestamp: 'desc' },
+      take: 10,
+      include: { user: true },
+    }),
+  ]);
+
+  return {
+    totalLogs,
+    actionBreakdown: Object.fromEntries(
+      actionBreakdown.map(a => [a.action, a._count.action])
+    ),
+    entityBreakdown: Object.fromEntries(
+      entityBreakdown.map(e => [e.entityType, e._count.entityType])
+    ),
+    recentLogs,
+  };
+}
+
+// ============================================
+// BLOCKCHAIN BLOCK OPERATIONS
+// ============================================
+
+// Create a blockchain block
+export async function createBlockchainBlock(data: {
+  index: number;
+  timestamp: Date;
+  previousHash: string;
+  hash: string;
+  nonce: number;
+  blockType: string;
+  plantId?: string;
+  transportEventId?: string;
+  content: Record<string, unknown>;
+}): Promise<BlockchainBlock> {
+  return prisma.blockchainBlock.create({ data });
+}
+
+// Get blockchain block by index
+export async function getBlockchainBlockByIndex(index: number): Promise<BlockchainBlock | null> {
+  return prisma.blockchainBlock.findUnique({
+    where: { index },
+  });
+}
+
+// Get blockchain block by hash
+export async function getBlockchainBlockByHash(hash: string): Promise<BlockchainBlock | null> {
+  return prisma.blockchainBlock.findUnique({
+    where: { hash },
+  });
+}
+
+// Get latest blockchain block
+export async function getLatestBlockchainBlock(): Promise<BlockchainBlock | null> {
+  return prisma.blockchainBlock.findFirst({
+    orderBy: { index: 'desc' },
+  });
+}
+
+// Get blockchain blocks with pagination
+export async function getBlockchainBlocks(
+  options: PaginationOptions = {},
+  filters?: {
+    blockType?: string;
+    plantId?: string;
+    transportEventId?: string;
+  }
+): Promise<PaginatedResult<BlockchainBlock>> {
+  const page = options.page || 1;
+  const limit = options.limit || 50;
+  const skip = (page - 1) * limit;
+
+  const where: Prisma.BlockchainBlockWhereInput = {};
+  if (filters?.blockType) where.blockType = filters.blockType;
+  if (filters?.plantId) where.plantId = filters.plantId;
+  if (filters?.transportEventId) where.transportEventId = filters.transportEventId;
+
+  const [blocks, total] = await Promise.all([
+    prisma.blockchainBlock.findMany({
+      where,
+      skip,
+      take: limit,
+      orderBy: { index: 'desc' },
+    }),
+    prisma.blockchainBlock.count({ where }),
+  ]);
+
+  return createPaginatedResult(blocks, total, page, limit);
+}
+
+// Verify blockchain integrity
+export async function verifyBlockchainIntegrity(): Promise<{
+  isValid: boolean;
+  invalidBlocks: number[];
+  totalBlocks: number;
+}> {
+  const blocks = await prisma.blockchainBlock.findMany({
+    orderBy: { index: 'asc' },
+  });
+
+  const invalidBlocks: number[] = [];
+
+  for (let i = 1; i < blocks.length; i++) {
+    const currentBlock = blocks[i];
+    const previousBlock = blocks[i - 1];
+
+    // Check if previous hash matches
+    if (currentBlock.previousHash !== previousBlock.hash) {
+      invalidBlocks.push(currentBlock.index);
+    }
+  }
+
+  return {
+    isValid: invalidBlocks.length === 0,
+    invalidBlocks,
+    totalBlocks: blocks.length,
+  };
+}
+
+// Get blockchain statistics
+export async function getBlockchainStats() {
+  const [
+    totalBlocks,
+    blocksByType,
+    latestBlock,
+    oldestBlock,
+  ] = await Promise.all([
+    prisma.blockchainBlock.count(),
+    prisma.blockchainBlock.groupBy({
+      by: ['blockType'],
+      _count: { blockType: true },
+    }),
+    prisma.blockchainBlock.findFirst({ orderBy: { index: 'desc' } }),
+    prisma.blockchainBlock.findFirst({ orderBy: { index: 'asc' } }),
+  ]);
+
+  return {
+    totalBlocks,
+    blocksByType: Object.fromEntries(
+      blocksByType.map(b => [b.blockType, b._count.blockType])
+    ),
+    latestBlockIndex: latestBlock?.index ?? -1,
+    latestBlockHash: latestBlock?.hash,
+    oldestBlockTimestamp: oldestBlock?.timestamp,
+    latestBlockTimestamp: latestBlock?.timestamp,
+  };
+}
+
+// Helper to log entity changes
+export async function logEntityChange<T extends Record<string, unknown>>(
+  userId: string | undefined,
+  action: 'CREATE' | 'UPDATE' | 'DELETE',
+  entityType: string,
+  entityId: string,
+  previousValue: T | null,
+  newValue: T | null,
+  metadata?: Record<string, unknown>
+): Promise<AuditLog> {
+  return createAuditLog({
+    userId,
+    action,
+    entityType,
+    entityId,
+    previousValue: previousValue || undefined,
+    newValue: newValue || undefined,
+    metadata,
+  });
+}
diff --git a/lib/db/demand.ts b/lib/db/demand.ts
new file mode 100644
index 0000000..9d33a2a
--- /dev/null
+++ b/lib/db/demand.ts
@@ -0,0 +1,597 @@
+/**
+ * Demand & Market Matching Database Service
+ * CRUD operations for consumer preferences, demand signals, and market matching
+ */
+
+import prisma from './prisma';
+import type {
+  ConsumerPreference,
+  DemandSignal,
+  SupplyCommitment,
+  MarketMatch,
+  SeasonalPlan,
+  DemandForecast,
+  PlantingRecommendation,
+  SupplyStatus,
+  CommitmentStatus,
+  MatchStatus,
+  PlanStatus,
+  Prisma,
+} from '@prisma/client';
+import type { PaginationOptions, PaginatedResult, LocationFilter, DateRangeFilter } from './types';
+import { createPaginatedResult, calculateDistanceKm } from './types';
+
+// ============================================
+// CONSUMER PREFERENCE OPERATIONS
+// ============================================
+
+// Create or update consumer preference
+export async function upsertConsumerPreference(data: {
+  consumerId: string;
+  latitude: number;
+  longitude: number;
+  maxDeliveryRadiusKm?: number;
+  city?: string;
+  region?: string;
+  dietaryType?: string[];
+  allergies?: string[];
+  dislikes?: string[];
+  preferredCategories?: string[];
+  preferredItems?: Record<string, unknown>[];
+  certificationPreferences?: string[];
+  freshnessImportance?: number;
+  priceImportance?: number;
+  sustainabilityImportance?: number;
+  deliveryPreferences?: Record<string, unknown>;
+  householdSize?: number;
+  weeklyBudget?: number;
+  currency?: string;
+}): Promise<ConsumerPreference> {
+  return prisma.consumerPreference.upsert({
+    where: { consumerId: data.consumerId },
+    update: {
+      ...data,
+      updatedAt: new Date(),
+    },
+    create: {
+      ...data,
+      maxDeliveryRadiusKm: data.maxDeliveryRadiusKm || 50,
+      dietaryType: data.dietaryType || [],
+      allergies: data.allergies || [],
+      dislikes: data.dislikes || [],
+      preferredCategories: data.preferredCategories || [],
+      certificationPreferences: data.certificationPreferences || [],
+      freshnessImportance: data.freshnessImportance || 3,
+      priceImportance: data.priceImportance || 3,
+      sustainabilityImportance: data.sustainabilityImportance || 3,
+      householdSize: data.householdSize || 1,
+      currency: data.currency || 'USD',
+    },
+  });
+}
+
+// Get consumer preference by consumer ID
+export async function getConsumerPreference(consumerId: string): Promise<ConsumerPreference | null> {
+  return prisma.consumerPreference.findUnique({
+    where: { consumerId },
+  });
+}
+
+// Get consumer preferences near location
+export async function getNearbyConsumerPreferences(
+  location: LocationFilter
+): Promise<ConsumerPreference[]> {
+  const preferences = await prisma.consumerPreference.findMany();
+
+  return preferences.filter(pref => {
+    const distance = calculateDistanceKm(
+      location.latitude,
+      location.longitude,
+      pref.latitude,
+      pref.longitude
+    );
+    return distance <= location.radiusKm;
+  });
+}
+
+// ============================================
+// DEMAND SIGNAL OPERATIONS
+// ============================================
+
+// Create a demand signal
+export async function createDemandSignal(data: {
+  centerLat: number;
+  centerLon: number;
+  radiusKm: number;
+  regionName: string;
+  periodStart: Date;
+  periodEnd: Date;
+  seasonalPeriod: string;
+  demandItems: Record<string, unknown>[];
+  totalConsumers: number;
+  totalWeeklyDemandKg: number;
+  confidenceLevel: number;
+  currentSupplyKg?: number;
+  supplyGapKg?: number;
+  supplyStatus?: SupplyStatus;
+}): Promise<DemandSignal> {
+  return prisma.demandSignal.create({
+    data: {
+      ...data,
+      supplyStatus: data.supplyStatus || 'BALANCED',
+    },
+  });
+}
+
+// Get demand signal by ID
+export async function getDemandSignalById(id: string): Promise<DemandSignal | null> {
+  return prisma.demandSignal.findUnique({
+    where: { id },
+  });
+}
+
+// Get demand signals with pagination
+export async function getDemandSignals(
+  options: PaginationOptions = {},
+  filters?: {
+    regionName?: string;
+    supplyStatus?: SupplyStatus;
+    dateRange?: DateRangeFilter;
+  }
+): Promise<PaginatedResult<DemandSignal>> {
+  const page = options.page || 1;
+  const limit = options.limit || 20;
+  const skip = (page - 1) * limit;
+
+  const where: Prisma.DemandSignalWhereInput = {};
+  if (filters?.regionName) where.regionName = { contains: filters.regionName, mode: 'insensitive' };
+  if (filters?.supplyStatus) where.supplyStatus = filters.supplyStatus;
+  if (filters?.dateRange) {
+    where.periodStart = { gte: filters.dateRange.start };
+    where.periodEnd = { lte: filters.dateRange.end };
+  }
+
+  const [signals, total] = await Promise.all([
+    prisma.demandSignal.findMany({
+      where,
+      skip,
+      take: limit,
+      orderBy: { timestamp: 'desc' },
+    }),
+    prisma.demandSignal.count({ where }),
+  ]);
+
+  return createPaginatedResult(signals, total, page, limit);
+}
+
+// Get active demand signals for region
+export async function getActiveDemandSignals(
+  location: LocationFilter
+): Promise<DemandSignal[]> {
+  const now = new Date();
+  const signals = await prisma.demandSignal.findMany({
+    where: {
+      periodEnd: { gte: now },
+    },
+    orderBy: { timestamp: 'desc' },
+  });
+
+  return signals.filter(signal => {
+    const distance = calculateDistanceKm(
+      location.latitude,
+      location.longitude,
+      signal.centerLat,
+      signal.centerLon
+    );
+    return distance <= signal.radiusKm;
+  });
+}
+
+// ============================================
+// SUPPLY COMMITMENT OPERATIONS
+// ============================================
+
+// Create a supply commitment
+export async function createSupplyCommitment(data: {
+  growerId: string;
+  produceType: string;
+  variety?: string;
+  committedQuantityKg: number;
+  availableFrom: Date;
+  availableUntil: Date;
+  pricePerKg: number;
+  currency?: string;
+  minimumOrderKg?: number;
+  bulkDiscountThreshold?: number;
+  bulkDiscountPercent?: number;
+  certifications?: string[];
+  freshnessGuaranteeHours?: number;
+  deliveryRadiusKm: number;
+  deliveryMethods: string[];
+}): Promise<SupplyCommitment> {
+  return prisma.supplyCommitment.create({
+    data: {
+      ...data,
+      currency: data.currency || 'USD',
+      minimumOrderKg: data.minimumOrderKg || 0,
+      certifications: data.certifications || [],
+      status: 'AVAILABLE',
+      remainingKg: data.committedQuantityKg,
+    },
+  });
+}
+
+// Get supply commitment by ID
+export async function getSupplyCommitmentById(id: string): Promise<SupplyCommitment | null> {
+  return prisma.supplyCommitment.findUnique({
+    where: { id },
+  });
+}
+
+// Update supply commitment
+export async function updateSupplyCommitment(
+  id: string,
+  data: Prisma.SupplyCommitmentUpdateInput
+): Promise<SupplyCommitment> {
+  return prisma.supplyCommitment.update({
+    where: { id },
+    data,
+  });
+}
+
+// Reduce commitment quantity
+export async function reduceCommitmentQuantity(
+  id: string,
+  quantityKg: number
+): Promise<SupplyCommitment> {
+  const commitment = await prisma.supplyCommitment.findUnique({
+    where: { id },
+  });
+
+  if (!commitment) throw new Error('Commitment not found');
+
+  const newRemainingKg = commitment.remainingKg - quantityKg;
+  let newStatus: CommitmentStatus = commitment.status;
+
+  if (newRemainingKg <= 0) {
+    newStatus = 'FULLY_COMMITTED';
+  } else if (newRemainingKg < commitment.committedQuantityKg) {
+    newStatus = 'PARTIALLY_COMMITTED';
+  }
+
+  return prisma.supplyCommitment.update({
+    where: { id },
+    data: {
+      remainingKg: Math.max(0, newRemainingKg),
+      status: newStatus,
+    },
+  });
+}
+
+// Get supply commitments with pagination
+export async function getSupplyCommitments(
+  options: PaginationOptions = {},
+  filters?: {
+    growerId?: string;
+    produceType?: string;
+    status?: CommitmentStatus;
+    dateRange?: DateRangeFilter;
+  }
+): Promise<PaginatedResult<SupplyCommitment>> {
+  const page = options.page || 1;
+  const limit = options.limit || 20;
+  const skip = (page - 1) * limit;
+
+  const where: Prisma.SupplyCommitmentWhereInput = {};
+  if (filters?.growerId) where.growerId = filters.growerId;
+  if (filters?.produceType) where.produceType = { contains: filters.produceType, mode: 'insensitive' };
+  if (filters?.status) where.status = filters.status;
+  if (filters?.dateRange) {
+    where.availableFrom = { lte: filters.dateRange.end };
+    where.availableUntil = { gte: filters.dateRange.start };
+  }
+
+  const [commitments, total] = await Promise.all([
+    prisma.supplyCommitment.findMany({
+      where,
+      skip,
+      take: limit,
+      orderBy: { timestamp: 'desc' },
+      include: { grower: true },
+    }),
+    prisma.supplyCommitment.count({ where }),
+  ]);
+
+  return createPaginatedResult(commitments, total, page, limit);
+}
+
+// Find matching supply for demand
+export async function findMatchingSupply(
+  produceType: string,
+  location: LocationFilter,
+  requiredDate: Date
+): Promise<SupplyCommitment[]> {
+  const commitments = await prisma.supplyCommitment.findMany({
+    where: {
+      produceType: { contains: produceType, mode: 'insensitive' },
+      status: { in: ['AVAILABLE', 'PARTIALLY_COMMITTED'] },
+      availableFrom: { lte: requiredDate },
+      availableUntil: { gte: requiredDate },
+      remainingKg: { gt: 0 },
+    },
+    include: { grower: true },
+  });
+
+  // Filter by delivery radius
+  return commitments.filter(c => {
+    if (!c.grower.latitude || !c.grower.longitude) return false;
+    const distance = calculateDistanceKm(
+      location.latitude,
+      location.longitude,
+      c.grower.latitude,
+      c.grower.longitude
+    );
+    return distance <= c.deliveryRadiusKm;
+  });
+}
+
+// ============================================
+// MARKET MATCH OPERATIONS
+// ============================================
+
+// Create a market match
+export async function createMarketMatch(data: {
+  consumerId: string;
+  growerId: string;
+  demandSignalId: string;
+  supplyCommitmentId: string;
+  produceType: string;
+  matchedQuantityKg: number;
+  agreedPricePerKg: number;
+  totalPrice: number;
+  currency?: string;
+  deliveryDate: Date;
+  deliveryMethod: string;
+  deliveryLatitude?: number;
+  deliveryLongitude?: number;
+  deliveryAddress?: string;
+}): Promise<MarketMatch> {
+  // Reduce the supply commitment
+  await reduceCommitmentQuantity(data.supplyCommitmentId, data.matchedQuantityKg);
+
+  return prisma.marketMatch.create({
+    data: {
+      ...data,
+      currency: data.currency || 'USD',
+      status: 'PENDING',
+    },
+  });
+}
+
+// Get market match by ID
+export async function getMarketMatchById(id: string): Promise<MarketMatch | null> {
+  return prisma.marketMatch.findUnique({
+    where: { id },
+  });
+}
+
+// Get market match with details
+export async function getMarketMatchWithDetails(id: string) {
+  return prisma.marketMatch.findUnique({
+    where: { id },
+    include: {
+      demandSignal: true,
+      supplyCommitment: {
+        include: { grower: true },
+      },
+    },
+  });
+}
+
+// Update market match status
+export async function updateMarketMatchStatus(
+  id: string,
+  status: MatchStatus,
+  extras?: {
+    consumerRating?: number;
+    growerRating?: number;
+    feedback?: string;
+  }
+): Promise<MarketMatch> {
+  return prisma.marketMatch.update({
+    where: { id },
+    data: { status, ...extras },
+  });
+}
+
+// Get market matches with pagination
+export async function getMarketMatches(
+  options: PaginationOptions = {},
+  filters?: {
+    consumerId?: string;
+    growerId?: string;
+    status?: MatchStatus;
+    dateRange?: DateRangeFilter;
+  }
+): Promise<PaginatedResult<MarketMatch>> {
+  const page = options.page || 1;
+  const limit = options.limit || 20;
+  const skip = (page - 1) * limit;
+
+  const where: Prisma.MarketMatchWhereInput = {};
+  if (filters?.consumerId) where.consumerId = filters.consumerId;
+  if (filters?.growerId) where.growerId = filters.growerId;
+  if (filters?.status) where.status = filters.status;
+  if (filters?.dateRange) {
+    where.deliveryDate = {
+      gte: filters.dateRange.start,
+      lte: filters.dateRange.end,
+    };
+  }
+
+  const [matches, total] = await Promise.all([
+    prisma.marketMatch.findMany({
+      where,
+      skip,
+      take: limit,
+      orderBy: { deliveryDate: 'desc' },
+      include: {
+        demandSignal: true,
+        supplyCommitment: true,
+      },
+    }),
+    prisma.marketMatch.count({ where }),
+  ]);
+
+  return createPaginatedResult(matches, total, page, limit);
+}
+
+// ============================================
+// SEASONAL PLAN OPERATIONS
+// ============================================
+
+// Create a seasonal plan
+export async function createSeasonalPlan(data: {
+  growerId: string;
+  year: number;
+  season: string;
+  location: Record<string, unknown>;
+  growingCapacity: Record<string, unknown>;
+  plannedCrops: Record<string, unknown>[];
+  expectedTotalYieldKg?: number;
+  expectedRevenue?: number;
+  expectedCarbonFootprintKg?: number;
+}): Promise<SeasonalPlan> {
+  return prisma.seasonalPlan.create({
+    data: {
+      ...data,
+      status: 'DRAFT',
+    },
+  });
+}
+
+// Get seasonal plan by ID
+export async function getSeasonalPlanById(id: string): Promise<SeasonalPlan | null> {
+  return prisma.seasonalPlan.findUnique({
+    where: { id },
+  });
+}
+
+// Update seasonal plan
+export async function updateSeasonalPlan(
+  id: string,
+  data: Prisma.SeasonalPlanUpdateInput
+): Promise<SeasonalPlan> {
+  return prisma.seasonalPlan.update({
+    where: { id },
+    data,
+  });
+}
+
+// Update seasonal plan status
+export async function updateSeasonalPlanStatus(
+  id: string,
+  status: PlanStatus,
+  completionPercentage?: number
+): Promise<SeasonalPlan> {
+  return prisma.seasonalPlan.update({
+    where: { id },
+    data: { status, completionPercentage },
+  });
+}
+
+// Get seasonal plans by grower
+export async function getSeasonalPlansByGrower(
+  growerId: string,
+  year?: number
+): Promise<SeasonalPlan[]> {
+  return prisma.seasonalPlan.findMany({
+    where: {
+      growerId,
+      ...(year && { year }),
+    },
+    orderBy: [{ year: 'desc' }, { season: 'asc' }],
+  });
+}
+
+// ============================================
+// DEMAND FORECAST OPERATIONS
+// ============================================
+
+// Create a demand forecast
+export async function createDemandForecast(data: {
+  region: string;
+  forecastPeriodStart: Date;
+  forecastPeriodEnd: Date;
+  forecasts: Record<string, unknown>[];
+  modelVersion: string;
+  dataPointsUsed: number;
+  lastTrainingDate?: Date;
+}): Promise<DemandForecast> {
+  return prisma.demandForecast.create({ data });
+}
+
+// Get latest demand forecast for region
+export async function getLatestDemandForecast(region: string): Promise<DemandForecast | null> {
+  return prisma.demandForecast.findFirst({
+    where: { region },
+    orderBy: { generatedAt: 'desc' },
+  });
+}
+
+// ============================================
+// PLANTING RECOMMENDATION OPERATIONS
+// ============================================
+
+// Create a planting recommendation
+export async function createPlantingRecommendation(data: {
+  growerId: string;
+  produceType: string;
+  variety?: string;
+  category: string;
+  recommendedQuantity: number;
+  quantityUnit: string;
+  expectedYieldKg: number;
+  yieldConfidence: number;
+  plantByDate: Date;
+  expectedHarvestStart: Date;
+  expectedHarvestEnd: Date;
+  growingDays: number;
+  projectedDemandKg?: number;
+  projectedPricePerKg?: number;
+  projectedRevenue?: number;
+  marketConfidence?: number;
+  riskFactors?: Record<string, unknown>[];
+  overallRisk?: string;
+  demandSignalIds: string[];
+  explanation?: string;
+}): Promise<PlantingRecommendation> {
+  return prisma.plantingRecommendation.create({
+    data: {
+      ...data,
+      overallRisk: data.overallRisk || 'medium',
+    },
+  });
+}
+
+// Get planting recommendations for grower
+export async function getPlantingRecommendations(
+  growerId: string,
+  options: PaginationOptions = {}
+): Promise<PaginatedResult<PlantingRecommendation>> {
+  const page = options.page || 1;
+  const limit = options.limit || 20;
+  const skip = (page - 1) * limit;
+
+  const [recommendations, total] = await Promise.all([
+    prisma.plantingRecommendation.findMany({
+      where: { growerId },
+      skip,
+      take: limit,
+      orderBy: { plantByDate: 'asc' },
+    }),
+    prisma.plantingRecommendation.count({ where: { growerId } }),
+  ]);
+
+  return createPaginatedResult(recommendations, total, page, limit);
+}
diff --git a/lib/db/farms.ts b/lib/db/farms.ts
new file mode 100644
index 0000000..b981d70
--- /dev/null
+++ b/lib/db/farms.ts
@@ -0,0 +1,568 @@
+/**
+ * Vertical Farm Database Service
+ * CRUD operations for vertical farms, zones, and crop batches
+ */
+
+import prisma from './prisma';
+import type {
+  VerticalFarm,
+  GrowingZone,
+  CropBatch,
+  GrowingRecipe,
+  FarmStatus,
+  ZoneStatus,
+  CropBatchStatus,
+  Prisma,
+} from '@prisma/client';
+import type { PaginationOptions, PaginatedResult } from './types';
+import { createPaginatedResult } from './types';
+
+// ============================================
+// VERTICAL FARM OPERATIONS
+// ============================================
+
+// Create a vertical farm
+export async function createVerticalFarm(data: {
+  name: string;
+  ownerId: string;
+  latitude: number;
+  longitude: number;
+  address: string;
+  city: string;
+  country: string;
+  timezone?: string;
+  specs: Record<string, unknown>;
+  environmentalControl?: Record<string, unknown>;
+  irrigationSystem?: Record<string, unknown>;
+  lightingSystem?: Record<string, unknown>;
+  nutrientSystem?: Record<string, unknown>;
+  automationLevel?: 'MANUAL' | 'SEMI_AUTOMATED' | 'FULLY_AUTOMATED';
+  automationSystems?: Record<string, unknown>;
+}): Promise<VerticalFarm> {
+  return prisma.verticalFarm.create({
+    data: {
+      ...data,
+      timezone: data.timezone || 'UTC',
+      automationLevel: data.automationLevel || 'MANUAL',
+      status: 'OFFLINE',
+    },
+  });
+}
+
+// Get vertical farm by ID
+export async function getVerticalFarmById(id: string): Promise<VerticalFarm | null> {
+  return prisma.verticalFarm.findUnique({
+    where: { id },
+  });
+}
+
+// Get vertical farm with zones
+export async function getVerticalFarmWithZones(id: string) {
+  return prisma.verticalFarm.findUnique({
+    where: { id },
+    include: {
+      owner: true,
+      zones: true,
+      cropBatches: {
+        where: { status: { not: 'COMPLETED' } },
+      },
+    },
+  });
+}
+
+// Update vertical farm
+export async function updateVerticalFarm(
+  id: string,
+  data: Prisma.VerticalFarmUpdateInput
+): Promise<VerticalFarm> {
+  return prisma.verticalFarm.update({
+    where: { id },
+    data,
+  });
+}
+
+// Update farm status
+export async function updateFarmStatus(
+  id: string,
+  status: FarmStatus
+): Promise<VerticalFarm> {
+  return prisma.verticalFarm.update({
+    where: { id },
+    data: { status },
+  });
+}
+
+// Delete vertical farm
+export async function deleteVerticalFarm(id: string): Promise<VerticalFarm> {
+  return prisma.verticalFarm.delete({
+    where: { id },
+  });
+}
+
+// Get farms with pagination
+export async function getVerticalFarms(
+  options: PaginationOptions = {},
+  filters?: {
+    ownerId?: string;
+    status?: FarmStatus;
+    city?: string;
+    country?: string;
+  }
+): Promise<PaginatedResult<VerticalFarm>> {
+  const page = options.page || 1;
+  const limit = options.limit || 20;
+  const skip = (page - 1) * limit;
+
+  const where: Prisma.VerticalFarmWhereInput = {};
+  if (filters?.ownerId) where.ownerId = filters.ownerId;
+  if (filters?.status) where.status = filters.status;
+  if (filters?.city) where.city = { contains: filters.city, mode: 'insensitive' };
+  if (filters?.country) where.country = { contains: filters.country, mode: 'insensitive' };
+
+  const [farms, total] = await Promise.all([
+    prisma.verticalFarm.findMany({
+      where,
+      skip,
+      take: limit,
+      orderBy: { createdAt: 'desc' },
+      include: {
+        owner: true,
+        zones: true,
+      },
+    }),
+    prisma.verticalFarm.count({ where }),
+  ]);
+
+  return createPaginatedResult(farms, total, page, limit);
+}
+
+// Get farms by owner
+export async function getVerticalFarmsByOwner(ownerId: string): Promise<VerticalFarm[]> {
+  return prisma.verticalFarm.findMany({
+    where: { ownerId },
+    include: { zones: true },
+    orderBy: { name: 'asc' },
+  });
+}
+
+// ============================================
+// GROWING ZONE OPERATIONS
+// ============================================
+
+// Create a growing zone
+export async function createGrowingZone(data: {
+  name: string;
+  farmId: string;
+  level: number;
+  areaSqm: number;
+  lengthM?: number;
+  widthM?: number;
+  growingMethod: 'NFT' | 'DWC' | 'EBB_FLOW' | 'AEROPONICS' | 'VERTICAL_TOWERS' | 'RACK_SYSTEM';
+  plantPositions: number;
+  environmentTargets?: Record<string, unknown>;
+}): Promise<GrowingZone> {
+  return prisma.growingZone.create({
+    data: {
+      ...data,
+      status: 'EMPTY',
+    },
+  });
+}
+
+// Get growing zone by ID
+export async function getGrowingZoneById(id: string): Promise<GrowingZone | null> {
+  return prisma.growingZone.findUnique({
+    where: { id },
+  });
+}
+
+// Get growing zone with current batch
+export async function getGrowingZoneWithBatch(id: string) {
+  return prisma.growingZone.findUnique({
+    where: { id },
+    include: {
+      farm: true,
+      cropBatches: {
+        where: { status: { not: 'COMPLETED' } },
+        take: 1,
+      },
+    },
+  });
+}
+
+// Update growing zone
+export async function updateGrowingZone(
+  id: string,
+  data: Prisma.GrowingZoneUpdateInput
+): Promise<GrowingZone> {
+  return prisma.growingZone.update({
+    where: { id },
+    data,
+  });
+}
+
+// Update zone status
+export async function updateZoneStatus(
+  id: string,
+  status: ZoneStatus
+): Promise<GrowingZone> {
+  return prisma.growingZone.update({
+    where: { id },
+    data: { status },
+  });
+}
+
+// Delete growing zone
+export async function deleteGrowingZone(id: string): Promise<GrowingZone> {
+  return prisma.growingZone.delete({
+    where: { id },
+  });
+}
+
+// Get zones by farm
+export async function getGrowingZonesByFarm(farmId: string): Promise<GrowingZone[]> {
+  return prisma.growingZone.findMany({
+    where: { farmId },
+    orderBy: [{ level: 'asc' }, { name: 'asc' }],
+  });
+}
+
+// Update zone environment readings
+export async function updateZoneEnvironment(
+  id: string,
+  readings: Record<string, unknown>
+): Promise<GrowingZone> {
+  return prisma.growingZone.update({
+    where: { id },
+    data: { currentEnvironment: readings },
+  });
+}
+
+// ============================================
+// CROP BATCH OPERATIONS
+// ============================================
+
+// Create a crop batch
+export async function createCropBatch(data: {
+  farmId: string;
+  zoneId: string;
+  cropType: string;
+  variety?: string;
+  recipeId?: string;
+  seedBatchId?: string;
+  plantCount: number;
+  plantingDate: Date;
+  expectedHarvestDate: Date;
+  expectedYieldKg: number;
+}): Promise<CropBatch> {
+  // Update zone status
+  await prisma.growingZone.update({
+    where: { id: data.zoneId },
+    data: {
+      status: 'PLANTED',
+      currentCrop: data.cropType,
+      plantingDate: data.plantingDate,
+      expectedHarvestDate: data.expectedHarvestDate,
+    },
+  });
+
+  return prisma.cropBatch.create({
+    data: {
+      ...data,
+      currentStage: 'germinating',
+      currentDay: 0,
+      status: 'GERMINATING',
+    },
+  });
+}
+
+// Get crop batch by ID
+export async function getCropBatchById(id: string): Promise<CropBatch | null> {
+  return prisma.cropBatch.findUnique({
+    where: { id },
+  });
+}
+
+// Get crop batch with details
+export async function getCropBatchWithDetails(id: string) {
+  return prisma.cropBatch.findUnique({
+    where: { id },
+    include: {
+      farm: true,
+      zone: true,
+      recipe: true,
+      seedBatch: true,
+      plants: true,
+      harvestBatches: true,
+    },
+  });
+}
+
+// Update crop batch
+export async function updateCropBatch(
+  id: string,
+  data: Prisma.CropBatchUpdateInput
+): Promise<CropBatch> {
+  return prisma.cropBatch.update({
+    where: { id },
+    data,
+  });
+}
+
+// Update crop batch status
+export async function updateCropBatchStatus(
+  id: string,
+  status: CropBatchStatus,
+  extras?: {
+    currentStage?: string;
+    currentDay?: number;
+    healthScore?: number;
+    actualHarvestDate?: Date;
+    actualYieldKg?: number;
+    qualityGrade?: string;
+  }
+): Promise<CropBatch> {
+  const batch = await prisma.cropBatch.update({
+    where: { id },
+    data: { status, ...extras },
+  });
+
+  // Update zone status based on batch status
+  if (status === 'COMPLETED' || status === 'FAILED') {
+    await prisma.growingZone.update({
+      where: { id: batch.zoneId },
+      data: {
+        status: 'CLEANING',
+        currentCrop: null,
+        plantingDate: null,
+        expectedHarvestDate: null,
+      },
+    });
+  } else if (status === 'HARVESTING') {
+    await prisma.growingZone.update({
+      where: { id: batch.zoneId },
+      data: { status: 'HARVESTING' },
+    });
+  } else if (status === 'GROWING') {
+    await prisma.growingZone.update({
+      where: { id: batch.zoneId },
+      data: { status: 'GROWING' },
+    });
+  }
+
+  return batch;
+}
+
+// Delete crop batch
+export async function deleteCropBatch(id: string): Promise<CropBatch> {
+  return prisma.cropBatch.delete({
+    where: { id },
+  });
+}
+
+// Get crop batches with pagination
+export async function getCropBatches(
+  options: PaginationOptions = {},
+  filters?: {
+    farmId?: string;
+    zoneId?: string;
+    status?: CropBatchStatus;
+    cropType?: string;
+  }
+): Promise<PaginatedResult<CropBatch>> {
+  const page = options.page || 1;
+  const limit = options.limit || 20;
+  const skip = (page - 1) * limit;
+
+  const where: Prisma.CropBatchWhereInput = {};
+  if (filters?.farmId) where.farmId = filters.farmId;
+  if (filters?.zoneId) where.zoneId = filters.zoneId;
+  if (filters?.status) where.status = filters.status;
+  if (filters?.cropType) where.cropType = { contains: filters.cropType, mode: 'insensitive' };
+
+  const [batches, total] = await Promise.all([
+    prisma.cropBatch.findMany({
+      where,
+      skip,
+      take: limit,
+      orderBy: { plantingDate: 'desc' },
+      include: {
+        zone: true,
+        recipe: true,
+      },
+    }),
+    prisma.cropBatch.count({ where }),
+  ]);
+
+  return createPaginatedResult(batches, total, page, limit);
+}
+
+// Get active batches by farm
+export async function getActiveCropBatchesByFarm(farmId: string): Promise<CropBatch[]> {
+  return prisma.cropBatch.findMany({
+    where: {
+      farmId,
+      status: { notIn: ['COMPLETED', 'FAILED'] },
+    },
+    include: {
+      zone: true,
+      recipe: true,
+    },
+    orderBy: { expectedHarvestDate: 'asc' },
+  });
+}
+
+// Add issue to crop batch
+export async function addCropBatchIssue(
+  id: string,
+  issue: {
+    type: string;
+    severity: string;
+    description: string;
+    affectedPlants: number;
+  }
+) {
+  const batch = await prisma.cropBatch.findUnique({
+    where: { id },
+    select: { issues: true },
+  });
+
+  const issues = (batch?.issues as unknown[] || []) as Record<string, unknown>[];
+  issues.push({
+    id: `issue_${Date.now()}`,
+    timestamp: new Date().toISOString(),
+    ...issue,
+  });
+
+  return prisma.cropBatch.update({
+    where: { id },
+    data: { issues },
+  });
+}
+
+// ============================================
+// GROWING RECIPE OPERATIONS
+// ============================================
+
+// Create a growing recipe
+export async function createGrowingRecipe(data: {
+  name: string;
+  cropType: string;
+  variety?: string;
+  version?: string;
+  stages: Record<string, unknown>[];
+  expectedDays: number;
+  expectedYieldGrams: number;
+  expectedYieldPerSqm?: number;
+  requirements?: Record<string, unknown>;
+  source?: 'INTERNAL' | 'COMMUNITY' | 'COMMERCIAL';
+  author?: string;
+}): Promise<GrowingRecipe> {
+  return prisma.growingRecipe.create({
+    data: {
+      ...data,
+      version: data.version || '1.0',
+      source: data.source || 'INTERNAL',
+      timesUsed: 0,
+    },
+  });
+}
+
+// Get growing recipe by ID
+export async function getGrowingRecipeById(id: string): Promise<GrowingRecipe | null> {
+  return prisma.growingRecipe.findUnique({
+    where: { id },
+  });
+}
+
+// Get recipes by crop type
+export async function getGrowingRecipesByCrop(cropType: string): Promise<GrowingRecipe[]> {
+  return prisma.growingRecipe.findMany({
+    where: { cropType: { contains: cropType, mode: 'insensitive' } },
+    orderBy: { rating: 'desc' },
+  });
+}
+
+// Increment recipe usage
+export async function incrementRecipeUsage(id: string): Promise<GrowingRecipe> {
+  return prisma.growingRecipe.update({
+    where: { id },
+    data: { timesUsed: { increment: 1 } },
+  });
+}
+
+// ============================================
+// RESOURCE & ANALYTICS OPERATIONS
+// ============================================
+
+// Record resource usage
+export async function recordResourceUsage(data: {
+  farmId: string;
+  periodStart: Date;
+  periodEnd: Date;
+  electricityKwh: number;
+  electricityCostUsd?: number;
+  renewablePercent?: number;
+  peakDemandKw?: number;
+  waterUsageL: number;
+  waterCostUsd?: number;
+  waterRecycledPercent?: number;
+  co2UsedKg?: number;
+  co2CostUsd?: number;
+  nutrientsUsedL?: number;
+  nutrientCostUsd?: number;
+}) {
+  return prisma.resourceUsage.create({ data });
+}
+
+// Get resource usage for farm
+export async function getResourceUsage(farmId: string, periodStart: Date, periodEnd: Date) {
+  return prisma.resourceUsage.findMany({
+    where: {
+      farmId,
+      periodStart: { gte: periodStart },
+      periodEnd: { lte: periodEnd },
+    },
+    orderBy: { periodStart: 'asc' },
+  });
+}
+
+// Record farm analytics
+export async function recordFarmAnalytics(data: {
+  farmId: string;
+  period: string;
+  totalYieldKg: number;
+  yieldPerSqmPerYear?: number;
+  cropCyclesCompleted: number;
+  averageCyclesDays?: number;
+  averageQualityScore?: number;
+  gradeAPercent?: number;
+  wastagePercent?: number;
+  cropSuccessRate?: number;
+  spaceUtilization?: number;
+  laborHoursPerKg?: number;
+  revenueUsd?: number;
+  costUsd?: number;
+  profitMarginPercent?: number;
+  revenuePerSqm?: number;
+  carbonFootprintKgPerKg?: number;
+  waterUseLPerKg?: number;
+  energyUseKwhPerKg?: number;
+  topCropsByYield?: Record<string, unknown>[];
+  topCropsByRevenue?: Record<string, unknown>[];
+  topCropsByEfficiency?: Record<string, unknown>[];
+}) {
+  return prisma.farmAnalytics.create({ data });
+}
+
+// Get farm analytics
+export async function getFarmAnalytics(farmId: string, period?: string) {
+  const where: Prisma.FarmAnalyticsWhereInput = { farmId };
+  if (period) where.period = period;
+
+  return prisma.farmAnalytics.findMany({
+    where,
+    orderBy: { generatedAt: 'desc' },
+    take: period ? 1 : 12,
+  });
+}
diff --git a/lib/db/index.ts b/lib/db/index.ts
new file mode 100644
index 0000000..d12aea0
--- /dev/null
+++ b/lib/db/index.ts
@@ -0,0 +1,156 @@
+/**
+ * LocalGreenChain Database Service Layer
+ * Central export for all database operations
+ */
+
+// Prisma client singleton
+export { default as prisma, prisma as db } from './prisma';
+
+// Types and utilities
+export * from './types';
+
+// User operations
+export * as users from './users';
+export {
+  createUser,
+  getUserById,
+  getUserByEmail,
+  getUserByWalletAddress,
+  updateUser,
+  deleteUser,
+  getUsers,
+  getUsersByType,
+  updateLastLogin,
+  searchUsers,
+  getUserWithPlants,
+  getUserWithFarms,
+  getUserStats,
+} from './users';
+
+// Plant operations
+export * as plants from './plants';
+export {
+  createPlant,
+  getPlantById,
+  getPlantWithOwner,
+  getPlantWithLineage,
+  updatePlant,
+  updatePlantStatus,
+  deletePlant,
+  getPlants,
+  getPlantsByOwner,
+  getNearbyPlants,
+  searchPlants,
+  getPlantLineage,
+  clonePlant,
+  getPlantNetworkStats,
+  updatePlantBlockchain,
+} from './plants';
+
+// Transport operations
+export * as transport from './transport';
+export {
+  createTransportEvent,
+  getTransportEventById,
+  getTransportEventWithDetails,
+  updateTransportEvent,
+  updateTransportEventStatus,
+  deleteTransportEvent,
+  getTransportEvents,
+  getTransportEventsByPlant,
+  getPlantJourney,
+  getEnvironmentalImpact,
+  getUserCarbonFootprint,
+  createSeedBatch,
+  getSeedBatchById,
+  createHarvestBatch,
+  getHarvestBatchById,
+} from './transport';
+
+// Vertical farm operations
+export * as farms from './farms';
+export {
+  createVerticalFarm,
+  getVerticalFarmById,
+  getVerticalFarmWithZones,
+  updateVerticalFarm,
+  updateFarmStatus,
+  deleteVerticalFarm,
+  getVerticalFarms,
+  getVerticalFarmsByOwner,
+  createGrowingZone,
+  getGrowingZoneById,
+  getGrowingZoneWithBatch,
+  updateGrowingZone,
+  updateZoneStatus,
+  deleteGrowingZone,
+  getGrowingZonesByFarm,
+  updateZoneEnvironment,
+  createCropBatch,
+  getCropBatchById,
+  getCropBatchWithDetails,
+  updateCropBatch,
+  updateCropBatchStatus,
+  deleteCropBatch,
+  getCropBatches,
+  getActiveCropBatchesByFarm,
+  addCropBatchIssue,
+  createGrowingRecipe,
+  getGrowingRecipeById,
+  getGrowingRecipesByCrop,
+  incrementRecipeUsage,
+  recordResourceUsage,
+  getResourceUsage,
+  recordFarmAnalytics,
+  getFarmAnalytics,
+} from './farms';
+
+// Demand and market operations
+export * as demand from './demand';
+export {
+  upsertConsumerPreference,
+  getConsumerPreference,
+  getNearbyConsumerPreferences,
+  createDemandSignal,
+  getDemandSignalById,
+  getDemandSignals,
+  getActiveDemandSignals,
+  createSupplyCommitment,
+  getSupplyCommitmentById,
+  updateSupplyCommitment,
+  reduceCommitmentQuantity,
+  getSupplyCommitments,
+  findMatchingSupply,
+  createMarketMatch,
+  getMarketMatchById,
+  getMarketMatchWithDetails,
+  updateMarketMatchStatus,
+  getMarketMatches,
+  createSeasonalPlan,
+  getSeasonalPlanById,
+  updateSeasonalPlan,
+  updateSeasonalPlanStatus,
+  getSeasonalPlansByGrower,
+  createDemandForecast,
+  getLatestDemandForecast,
+  createPlantingRecommendation,
+  getPlantingRecommendations,
+} from './demand';
+
+// Audit and blockchain operations
+export * as audit from './audit';
+export {
+  createAuditLog,
+  getAuditLogs,
+  getEntityAuditLogs,
+  getUserAuditLogs,
+  getAuditLogsSummary,
+  createBlockchainBlock,
+  getBlockchainBlockByIndex,
+  getBlockchainBlockByHash,
+  getLatestBlockchainBlock,
+  getBlockchainBlocks,
+  verifyBlockchainIntegrity,
+  getBlockchainStats,
+  logEntityChange,
+} from './audit';
diff --git a/lib/db/plants.ts b/lib/db/plants.ts
new file mode 100644
index 0000000..823ade0
--- /dev/null
+++ b/lib/db/plants.ts
@@ -0,0 +1,378 @@
+/**
+ * Plant Database Service
+ * CRUD operations for plants and lineage tracking
+ */
+
+import prisma from './prisma';
+import type { Plant, PlantStatus, PropagationType, Prisma } from '@prisma/client';
+import type { PaginationOptions, PaginatedResult, LocationFilter, PlantWithLineage } from './types';
+import { createPaginatedResult, calculateDistanceKm } from './types';
+
+// Create a new plant
+export async function createPlant(data: {
+  commonName: string;
+  scientificName?: string;
+  species?: string;
+  genus?: string;
+  family?: string;
+  parentPlantId?: string;
+  propagationType?: PropagationType;
+  generation?: number;
+  plantedDate: Date;
+  status?: PlantStatus;
+  latitude: number;
+  longitude: number;
+  address?: string;
+  city?: string;
+  country?: string;
+  ownerId: string;
+  environment?: Record<string, unknown>;
+  growthMetrics?: Record<string, unknown>;
+  notes?: string;
+  images?: string[];
+  plantsNetId?: string;
+}): Promise<Plant> {
+  // Determine generation based on parent
+  let generation = data.generation || 0;
+  if (data.parentPlantId && generation === 0) {
+    const parent = await prisma.plant.findUnique({
+      where: { id: data.parentPlantId },
+      select: { generation: true },
+    });
+    if (parent) {
+      generation = parent.generation + 1;
+    }
+  }
+
+  return prisma.plant.create({
+    data: {
+      ...data,
+      generation,
+      propagationType: data.propagationType || 'ORIGINAL',
+      status: data.status || 'SPROUTED',
+    },
+  });
+}
+
+// Get plant by ID
+export async function getPlantById(id: string): Promise<Plant | null> {
+  return prisma.plant.findUnique({
+    where: { id },
+  });
+}
+
+// Get plant with owner
+export async function getPlantWithOwner(id: string) {
+  return prisma.plant.findUnique({
+    where: { id },
+    include: { owner: true },
+  });
+}
+
+// Get plant with full lineage
+export async function getPlantWithLineage(id: string): Promise<PlantWithLineage | null> {
+  return prisma.plant.findUnique({
+    where: { id },
+    include: {
+      owner: true,
+      parentPlant: true,
+      childPlants: true,
+    },
+  });
+}
+
+// Update plant
+export async function updatePlant(
+  id: string,
+  data: Prisma.PlantUpdateInput
+): Promise<Plant> {
+  return prisma.plant.update({
+    where: { id },
+    data,
+  });
+}
+
+// Update plant status
+export async function updatePlantStatus(
+  id: string,
+  status: PlantStatus,
+  harvestedDate?: Date
+): Promise<Plant> {
+  return prisma.plant.update({
+    where: { id },
+    data: {
+      status,
+      ...(harvestedDate && { harvestedDate }),
+    },
+  });
+}
+
+// Delete plant
+export async function deletePlant(id: string): Promise<Plant> {
+  return prisma.plant.delete({
+    where: { id },
+  });
+}
+
+// Get plants with pagination
+export async function getPlants(
+  options: PaginationOptions = {},
+  filters?: {
+    ownerId?: string;
+    status?: PlantStatus;
+    commonName?: string;
+    species?: string;
+  }
+): Promise<PaginatedResult<Plant>> {
+  const page = options.page || 1;
+  const limit = options.limit || 20;
+  const skip = (page - 1) * limit;
+
+  const where: Prisma.PlantWhereInput = {};
+  if (filters?.ownerId) where.ownerId = filters.ownerId;
+  if (filters?.status) where.status = filters.status;
+  if (filters?.commonName) where.commonName = { contains: filters.commonName, mode: 'insensitive' };
+  if (filters?.species) where.species = { contains: filters.species, mode: 'insensitive' };
+
+  const [plants, total] = await Promise.all([
+    prisma.plant.findMany({
+      where,
+      skip,
+      take: limit,
+      orderBy: { registeredAt: 'desc' },
+      include: { owner: true },
+    }),
+    prisma.plant.count({ where }),
+  ]);
+
+  return createPaginatedResult(plants, total, page, limit);
+}
+
+// Get plants by owner
+export async function getPlantsByOwner(ownerId: string): Promise<Plant[]> {
+  return prisma.plant.findMany({
+    where: { ownerId },
+    orderBy: { registeredAt: 'desc' },
+  });
+}
+
+// Get plants near location
+export async function getNearbyPlants(
+  location: LocationFilter,
+  excludeOwnerId?: string
+): Promise<Array<Plant & { distance: number }>> {
+  // Get all plants and filter by distance
+  // Note: For production, consider using PostGIS for efficient geo queries
+  const plants = await prisma.plant.findMany({
+    where: excludeOwnerId ? { ownerId: { not: excludeOwnerId } } : undefined,
+    include: { owner: true },
+  });
+
+  const plantsWithDistance = plants
+    .map(plant => ({
+      ...plant,
+      distance: calculateDistanceKm(
+        location.latitude,
+        location.longitude,
+        plant.latitude,
+        plant.longitude
+      ),
+    }))
+    .filter(plant => plant.distance <= location.radiusKm)
+    .sort((a, b) => a.distance - b.distance);
+
+  return plantsWithDistance;
+}
+
+// Search plants
+export async function searchPlants(
+  query: string,
+  options: PaginationOptions = {}
+): Promise<PaginatedResult<Plant>> {
+  const page = options.page || 1;
+  const limit = options.limit || 20;
+  const skip = (page - 1) * limit;
+
+  const where: Prisma.PlantWhereInput = {
+    OR: [
+      { commonName: { contains: query, mode: 'insensitive' } },
+      { scientificName: { contains: query, mode: 'insensitive' } },
+      { species: { contains: query, mode: 'insensitive' } },
+      { genus: { contains: query, mode: 'insensitive' } },
+      { family: { contains: query, mode: 'insensitive' } },
+    ],
+  };
+
+  const [plants, total] = await Promise.all([
+    prisma.plant.findMany({
+      where,
+      skip,
+      take: limit,
+      orderBy: { registeredAt: 'desc' },
+      include: { owner: true },
+    }),
+    prisma.plant.count({ where }),
+  ]);
+
+  return createPaginatedResult(plants, total, page, limit);
+}
+
+// Get full lineage (ancestors and descendants)
+export async function getPlantLineage(id: string): Promise<{
+  plant: Plant | null;
+  ancestors: Plant[];
+  descendants: Plant[];
+  siblings: Plant[];
+}> {
+  const plant = await prisma.plant.findUnique({
+    where: { id },
+    include: {
+      parentPlant: true,
+      childPlants: true,
+    },
+  });
+
+  if (!plant) {
+    return { plant: null, ancestors: [], descendants: [], siblings: [] };
+  }
+
+  // Get ancestors recursively
+  const ancestors: Plant[] = [];
+  let currentParentId = plant.parentPlantId;
+  while (currentParentId) {
+    const parent = await prisma.plant.findUnique({
+      where: { id: currentParentId },
+    });
+    if (parent) {
+      ancestors.push(parent);
+      currentParentId = parent.parentPlantId;
+    } else {
+      break;
+    }
+  }
+
+  // Get all descendants recursively
+  const descendants = await getDescendants(id);
+
+  // Get siblings (other plants from the same parent)
+  let siblings: Plant[] = [];
+  if (plant.parentPlantId) {
+    siblings = await prisma.plant.findMany({
+      where: {
+        parentPlantId: plant.parentPlantId,
+        id: { not: id },
+      },
+    });
+  }
+
+  return {
+    plant,
+    ancestors,
+    descendants,
+    siblings,
+  };
+}
+
+// Helper to get all descendants
+async function getDescendants(plantId: string): Promise<Plant[]> {
+  const children = await prisma.plant.findMany({
+    where: { parentPlantId: plantId },
+  });
+
+  const allDescendants: Plant[] = [...children];
+  for (const child of children) {
+    const grandchildren = await getDescendants(child.id);
+    allDescendants.push(...grandchildren);
+  }
+
+  return allDescendants;
+}
+
+// Clone a plant
+export async function clonePlant(
+  parentId: string,
+  ownerId: string,
+  propagationType: PropagationType = 'CLONE',
+  overrides?: Partial<{
+    latitude: number;
+    longitude: number;
+    address: string;
+    city: string;
+    country: string;
+    notes: string;
+  }>
+): Promise<Plant> {
+  const parent = await prisma.plant.findUnique({
+    where: { id: parentId },
+  });
+
+  if (!parent) {
+    throw new Error('Parent plant not found');
+  }
+
+  return prisma.plant.create({
+    data: {
+      commonName: parent.commonName,
+      scientificName: parent.scientificName,
+      species: parent.species,
+      genus: parent.genus,
+      family: parent.family,
+      parentPlantId: parentId,
+      propagationType,
+      generation: parent.generation + 1,
+      plantedDate: new Date(),
+      status: 'SPROUTED',
+      latitude: overrides?.latitude || parent.latitude,
+      longitude: overrides?.longitude || parent.longitude,
+      address: overrides?.address,
+      city: overrides?.city || parent.city,
+      country: overrides?.country || parent.country,
+      ownerId,
+      notes: overrides?.notes,
+      plantsNetId: parent.plantsNetId,
+    },
+  });
+}
+
+// Get plant network statistics
+export async function getPlantNetworkStats() {
+  const [totalPlants, speciesDistribution, countryDistribution, ownerCount] = await Promise.all([
+    prisma.plant.count(),
+    prisma.plant.groupBy({
+      by: ['species'],
+      _count: { species: true },
+      where: { species: { not: null } },
+    }),
+    prisma.plant.groupBy({
+      by: ['country'],
+      _count: { country: true },
+      where: { country: { not: null } },
+    }),
+    prisma.user.count({
+      where: { ownedPlants: { some: {} } },
+    }),
+  ]);
+
+  return {
+    totalPlants,
+    totalOwners: ownerCount,
+    species: Object.fromEntries(
+      speciesDistribution.map(s => [s.species || 'unknown', s._count.species])
+    ),
+    globalDistribution: Object.fromEntries(
+      countryDistribution.map(c => [c.country || 'unknown', c._count.country])
+    ),
+  };
+}
+
+// Store blockchain data for a plant
+export async function updatePlantBlockchain(
+  id: string,
+  blockIndex: number,
+  blockHash: string
+): Promise<Plant> {
+  return prisma.plant.update({
+    where: { id },
+    data: { blockIndex, blockHash },
+  });
+}
diff --git a/lib/db/prisma.ts b/lib/db/prisma.ts
new file mode 100644
index 0000000..2caad6c
--- /dev/null
+++ b/lib/db/prisma.ts
@@ -0,0 +1,27 @@
+/**
+ * Prisma Client Singleton
+ * Prevents multiple instances during development hot-reloading
+ */
+
+import { PrismaClient } from '@prisma/client';
+
+declare global {
+  // eslint-disable-next-line no-var
+  var prisma: PrismaClient | undefined;
+}
+
+const prismaClientSingleton = () => {
+  return new PrismaClient({
+    log: process.env.NODE_ENV === 'development'
+      ? ['query', 'error', 'warn']
+      : ['error'],
+  });
+};
+
+export const prisma = globalThis.prisma ?? prismaClientSingleton();
+
+if (process.env.NODE_ENV !== 'production') {
+  globalThis.prisma = prisma;
+}
+
+export default prisma;
diff --git a/lib/db/transport.ts b/lib/db/transport.ts
new file mode 100644
index 0000000..2901fd4
--- /dev/null
+++ b/lib/db/transport.ts
@@ -0,0 +1,410 @@
+/**
+ * Transport Event Database Service
+ * CRUD operations for transport events and supply chain tracking
+ */
+
+import prisma from './prisma';
+import type {
+  TransportEvent,
+  TransportEventType,
+  TransportMethod,
+  TransportStatus,
+  Prisma,
+} from '@prisma/client';
+import type { PaginationOptions, PaginatedResult, DateRangeFilter } from './types';
+import { createPaginatedResult, calculateDistanceKm } from './types';
+
+// Carbon emission factors (kg CO2 per km per kg of cargo)
+const CARBON_FACTORS: Record<TransportMethod, number> = {
+  WALKING: 0,
+  BICYCLE: 0,
+  ELECTRIC_VEHICLE: 0.02,
+  HYBRID_VEHICLE: 0.08,
+  GASOLINE_VEHICLE: 0.12,
+  DIESEL_TRUCK: 0.15,
+  ELECTRIC_TRUCK: 0.03,
+  REFRIGERATED_TRUCK: 0.25,
+  RAIL: 0.01,
+  SHIP: 0.008,
+  AIR: 0.5,
+  DRONE: 0.01,
+  LOCAL_DELIVERY: 0.05,
+  CUSTOMER_PICKUP: 0.1,
+};
+
+// Create a transport event
+export async function createTransportEvent(data: {
+  eventType: TransportEventType;
+  fromLatitude: number;
+  fromLongitude: number;
+  fromAddress?: string;
+  fromCity?: string;
+  fromCountry?: string;
+  fromLocationType: 'FARM' | 'GREENHOUSE' | 'VERTICAL_FARM' | 'WAREHOUSE' | 'HUB' | 'MARKET' | 'CONSUMER' | 'SEED_BANK' | 'OTHER';
+  fromFacilityId?: string;
+  fromFacilityName?: string;
+  toLatitude: number;
+  toLongitude: number;
+  toAddress?: string;
+  toCity?: string;
+  toCountry?: string;
+  toLocationType: 'FARM' | 'GREENHOUSE' | 'VERTICAL_FARM' | 'WAREHOUSE' | 'HUB' | 'MARKET' | 'CONSUMER' | 'SEED_BANK' | 'OTHER';
+  toFacilityId?: string;
+  toFacilityName?: string;
+  durationMinutes: number;
+  transportMethod: TransportMethod;
+  senderId: string;
+  receiverId: string;
+  notes?: string;
+  photos?: string[];
+  documents?: string[];
+  eventData?: Record<string, unknown>;
+  plantIds?: string[];
+  seedBatchId?: string;
+  harvestBatchId?: string;
+  cargoWeightKg?: number;
+}): Promise<TransportEvent> {
+  // Calculate distance
+  const distanceKm = calculateDistanceKm(
+    data.fromLatitude,
+    data.fromLongitude,
+    data.toLatitude,
+    data.toLongitude
+  );
+
+  // Calculate carbon footprint
+  const cargoWeight = data.cargoWeightKg || 1;
+  const carbonFootprintKg = distanceKm * CARBON_FACTORS[data.transportMethod] * cargoWeight;
+
+  return prisma.transportEvent.create({
+    data: {
+      eventType: data.eventType,
+      fromLatitude: data.fromLatitude,
+      fromLongitude: data.fromLongitude,
+      fromAddress: data.fromAddress,
+      fromCity: data.fromCity,
+      fromCountry: data.fromCountry,
+      fromLocationType: data.fromLocationType,
+      fromFacilityId: data.fromFacilityId,
+      fromFacilityName: data.fromFacilityName,
+      toLatitude: data.toLatitude,
+      toLongitude: data.toLongitude,
+      toAddress: data.toAddress,
+      toCity: data.toCity,
+      toCountry: data.toCountry,
+      toLocationType: data.toLocationType,
+      toFacilityId: data.toFacilityId,
+      toFacilityName: data.toFacilityName,
+      distanceKm,
+      durationMinutes: data.durationMinutes,
+      transportMethod: data.transportMethod,
+      carbonFootprintKg,
+      senderId: data.senderId,
+      receiverId: data.receiverId,
+      status: 'PENDING',
+      notes: data.notes,
+      photos: data.photos || [],
+      documents: data.documents || [],
+      eventData: data.eventData,
+      seedBatchId: data.seedBatchId,
+      harvestBatchId: data.harvestBatchId,
+      plants: data.plantIds ? { connect: data.plantIds.map(id => ({ id })) } : undefined,
+    },
+  });
+}
+
+// Get transport event by ID
+export async function getTransportEventById(id: string): Promise<TransportEvent | null> {
+  return prisma.transportEvent.findUnique({
+    where: { id },
+  });
+}
+
+// Get transport event with related data
+export async function getTransportEventWithDetails(id: string) {
+  return prisma.transportEvent.findUnique({
+    where: { id },
+    include: {
+      sender: true,
+      receiver: true,
+      plants: true,
+      seedBatch: true,
+      harvestBatch: true,
+    },
+  });
+}
+
+// Update transport event
+export async function updateTransportEvent(
+  id: string,
+  data: Prisma.TransportEventUpdateInput
+): Promise<TransportEvent> {
+  return prisma.transportEvent.update({
+    where: { id },
+    data,
+  });
+}
+
+// Update transport event status
+export async function updateTransportEventStatus(
+  id: string,
+  status: TransportStatus,
+  signature?: { type: 'sender' | 'receiver' | 'verifier'; signature: string }
+): Promise<TransportEvent> {
+  const updateData: Prisma.TransportEventUpdateInput = { status };
+
+  if (signature) {
+    if (signature.type === 'sender') updateData.senderSignature = signature.signature;
+    if (signature.type === 'receiver') updateData.receiverSignature = signature.signature;
+    if (signature.type === 'verifier') updateData.verifierSignature = signature.signature;
+  }
+
+  return prisma.transportEvent.update({
+    where: { id },
+    data: updateData,
+  });
+}
+
+// Delete transport event
+export async function deleteTransportEvent(id: string): Promise<TransportEvent> {
+  return prisma.transportEvent.delete({
+    where: { id },
+  });
+}
+
+// Get transport events with pagination
+export async function getTransportEvents(
+  options: PaginationOptions = {},
+  filters?: {
+    eventType?: TransportEventType;
+    senderId?: string;
+    receiverId?: string;
+    status?: TransportStatus;
+    dateRange?: DateRangeFilter;
+  }
+): Promise<PaginatedResult<TransportEvent>> {
+  const page = options.page || 1;
+  const limit = options.limit || 20;
+  const skip = (page - 1) * limit;
+
+  const where: Prisma.TransportEventWhereInput = {};
+  if (filters?.eventType) where.eventType = filters.eventType;
+  if (filters?.senderId) where.senderId = filters.senderId;
+  if (filters?.receiverId) where.receiverId = filters.receiverId;
+  if (filters?.status) where.status = filters.status;
+  if (filters?.dateRange) {
+    where.timestamp = {
+      gte: filters.dateRange.start,
+      lte: filters.dateRange.end,
+    };
+  }
+
+  const [events, total] = await Promise.all([
+    prisma.transportEvent.findMany({
+      where,
+      skip,
+      take: limit,
+      orderBy: { timestamp: 'desc' },
+      include: {
+        sender: true,
+        receiver: true,
+      },
+    }),
+    prisma.transportEvent.count({ where }),
+  ]);
+
+  return createPaginatedResult(events, total, page, limit);
+}
+
+// Get transport events by plant
+export async function getTransportEventsByPlant(plantId: string): Promise<TransportEvent[]> {
+  return prisma.transportEvent.findMany({
+    where: {
+      plants: {
+        some: { id: plantId },
+      },
+    },
+    orderBy: { timestamp: 'asc' },
+    include: {
+      sender: true,
+      receiver: true,
+    },
+  });
+}
+
+// Get plant journey (complete transport history)
+export async function getPlantJourney(plantId: string) {
+  const plant = await prisma.plant.findUnique({
+    where: { id: plantId },
+    include: { owner: true },
+  });
+
+  if (!plant) return null;
+
+  const events = await prisma.transportEvent.findMany({
+    where: {
+      plants: {
+        some: { id: plantId },
+      },
+    },
+    orderBy: { timestamp: 'asc' },
+    include: {
+      sender: true,
+      receiver: true,
+    },
+  });
+
+  // Calculate totals
+  const totalFoodMiles = events.reduce((sum, e) => sum + e.distanceKm, 0);
+  const totalCarbonKg = events.reduce((sum, e) => sum + e.carbonFootprintKg, 0);
+  const daysInTransit = events.reduce((sum, e) => sum + e.durationMinutes / 1440, 0);
+
+  return {
+    plantId,
+    plant,
+    events,
+    totalFoodMiles,
+    totalCarbonKg,
+    daysInTransit,
+    generation: plant.generation,
+  };
+}
+
+// Get environmental impact summary
+export async function getEnvironmentalImpact(filters?: {
+  userId?: string;
+  dateRange?: DateRangeFilter;
+}) {
+  const where: Prisma.TransportEventWhereInput = {};
+  if (filters?.userId) {
+    where.OR = [
+      { senderId: filters.userId },
+      { receiverId: filters.userId },
+    ];
+  }
+  if (filters?.dateRange) {
+    where.timestamp = {
+      gte: filters.dateRange.start,
+      lte: filters.dateRange.end,
+    };
+  }
+
+  const events = await prisma.transportEvent.findMany({ where });
+
+  const totalCarbonKg = events.reduce((sum, e) => sum + e.carbonFootprintKg, 0);
+  const totalFoodMiles = events.reduce((sum, e) => sum + e.distanceKm, 0);
+
+  // Breakdown by method
+  const breakdownByMethod: Record<string, { distance: number; carbon: number }> = {};
+  events.forEach(e => {
+    if (!breakdownByMethod[e.transportMethod]) {
+      breakdownByMethod[e.transportMethod] = { distance: 0, carbon: 0 };
+    }
+    breakdownByMethod[e.transportMethod].distance += e.distanceKm;
+    breakdownByMethod[e.transportMethod].carbon += e.carbonFootprintKg;
+  });
+
+  // Breakdown by event type
+  const breakdownByEventType: Record<string, { count: number; carbon: number }> = {};
+  events.forEach(e => {
+    if (!breakdownByEventType[e.eventType]) {
+      breakdownByEventType[e.eventType] = { count: 0, carbon: 0 };
+    }
+    breakdownByEventType[e.eventType].count += 1;
+    breakdownByEventType[e.eventType].carbon += e.carbonFootprintKg;
+  });
+
+  return {
+    totalCarbonKg,
+    totalFoodMiles,
+    eventCount: events.length,
+    breakdownByMethod,
+    breakdownByEventType,
+  };
+}
+
+// Get user's carbon footprint
+export async function getUserCarbonFootprint(userId: string) {
+  const events = await prisma.transportEvent.findMany({
+    where: {
+      OR: [
+        { senderId: userId },
+        { receiverId: userId },
+      ],
+    },
+  });
+
+  const sent = events.filter(e => e.senderId === userId);
+  const received = events.filter(e => e.receiverId === userId);
+
+  return {
+    totalCarbonKg: events.reduce((sum, e) => sum + e.carbonFootprintKg, 0),
+    totalDistanceKm: events.reduce((sum, e) => sum + e.distanceKm, 0),
+    sentEvents: sent.length,
+    receivedEvents: received.length,
+    sentCarbonKg: sent.reduce((sum, e) => sum + e.carbonFootprintKg, 0),
+    receivedCarbonKg: received.reduce((sum, e) => sum + e.carbonFootprintKg, 0),
+  };
+}
+
+// Seed Batch operations
+export async function createSeedBatch(data: {
+  species: string;
+  variety?: string;
+  quantity: number;
+  quantityUnit?: string;
+  generation?: number;
+  germinationRate?: number;
+  purityPercentage?: number;
+  harvestDate?: Date;
+  expirationDate?: Date;
+  certifications?: string[];
+}) {
+  return prisma.seedBatch.create({
+    data: {
+      ...data,
+      quantityUnit: data.quantityUnit || 'seeds',
+      generation: data.generation || 0,
+      status: 'AVAILABLE',
+    },
+  });
+}
+
+export async function getSeedBatchById(id: string) {
+  return prisma.seedBatch.findUnique({
+    where: { id },
+  });
+}
+
+// Harvest Batch operations
+export async function createHarvestBatch(data: {
+  produceType: string;
+  harvestType?: string;
+  grossWeight: number;
+  netWeight: number;
+  weightUnit?: string;
+  itemCount?: number;
+  qualityGrade?: string;
+  qualityNotes?: string;
+  packagingType?: string;
+  shelfLifeHours?: number;
+  cropBatchId?: string;
+}) {
+  return prisma.harvestBatch.create({
+    data: {
+      ...data,
+      harvestType: data.harvestType || 'full',
+      weightUnit: data.weightUnit || 'kg',
+    },
+  });
+}
+
+export async function getHarvestBatchById(id: string) {
+  return prisma.harvestBatch.findUnique({
+    where: { id },
+    include: {
+      transportEvents: true,
+      cropBatch: true,
+    },
+  });
+}
diff --git a/lib/db/types.ts b/lib/db/types.ts
new file mode 100644
index 0000000..379540e
--- /dev/null
+++ b/lib/db/types.ts
@@ -0,0 +1,150 @@
+/**
+ * Database Types and Utilities
+ * Type helpers for working with Prisma and the database
+ */
+
+import type { Prisma } from '@prisma/client';
+
+// Re-export Prisma types for convenience
+export type {
+  User,
+  Plant,
+  TransportEvent,
+  VerticalFarm,
+  GrowingZone,
+  CropBatch,
+  GrowingRecipe,
+  SeedBatch,
+  HarvestBatch,
+  ConsumerPreference,
+  DemandSignal,
+  SupplyCommitment,
+  MarketMatch,
+  SeasonalPlan,
+  DemandForecast,
+  PlantingRecommendation,
+  ResourceUsage,
+  FarmAnalytics,
+  AuditLog,
+  BlockchainBlock,
+} from '@prisma/client';
+
+// Common query options
+export interface PaginationOptions {
+  page?: number;
+  limit?: number;
+  cursor?: string;
+}
+
+export interface SortOptions {
+  field: string;
+  direction: 'asc' | 'desc';
+}
+
+// Location-based query options
+export interface LocationFilter {
+  latitude: number;
+  longitude: number;
+  radiusKm: number;
+}
+
+// Date range filter
+export interface DateRangeFilter {
+  start: Date;
+  end: Date;
+}
+
+// Create input types for common operations
+export type CreateUserInput = Prisma.UserCreateInput;
+export type UpdateUserInput = Prisma.UserUpdateInput;
+
+export type CreatePlantInput = Prisma.PlantCreateInput;
+export type UpdatePlantInput = Prisma.PlantUpdateInput;
+
+export type CreateTransportEventInput = Prisma.TransportEventCreateInput;
+export type UpdateTransportEventInput = Prisma.TransportEventUpdateInput;
+
+export type CreateVerticalFarmInput = Prisma.VerticalFarmCreateInput;
+export type UpdateVerticalFarmInput = Prisma.VerticalFarmUpdateInput;
+
+export type CreateCropBatchInput = Prisma.CropBatchCreateInput;
+export type UpdateCropBatchInput = Prisma.CropBatchUpdateInput;
+
+// Result types with includes
+export type PlantWithOwner = Prisma.PlantGetPayload<{
+  include: { owner: true };
+}>;
+
+export type PlantWithLineage = Prisma.PlantGetPayload<{
+  include: {
+    owner: true;
+    parentPlant: true;
+    childPlants: true;
+  };
+}>;
+
+export type TransportEventWithParties = Prisma.TransportEventGetPayload<{
+  include: {
+    sender: true;
+    receiver: true;
+    plants: true;
+  };
+}>;
+
+export type VerticalFarmWithZones = Prisma.VerticalFarmGetPayload<{
+  include: {
+    owner: true;
+    zones: true;
+    cropBatches: true;
+  };
+}>;
+
+// Utility type for pagination results
+export interface PaginatedResult<T> {
+  items: T[];
+  total: number;
+  page: number;
+  limit: number;
+  totalPages: number;
+  hasMore: boolean;
+}
+
+// Helper function to calculate distance between two points (Haversine formula)
+export function calculateDistanceKm(
+  lat1: number,
+  lon1: number,
+  lat2: number,
+  lon2: number
+): number {
+  const R = 6371; // Earth's radius in km
+  const dLat = toRad(lat2 - lat1);
+  const dLon = toRad(lon2 - lon1);
+  const a =
+    Math.sin(dLat / 2) * Math.sin(dLat / 2) +
+    Math.cos(toRad(lat1)) * Math.cos(toRad(lat2)) *
+    Math.sin(dLon / 2) * Math.sin(dLon / 2);
+  const c = 2 * Math.atan2(Math.sqrt(a), Math.sqrt(1 - a));
+  return R * c;
+}
+
+function toRad(deg: number): number {
+  return deg * (Math.PI / 180);
+}
+
+// Helper to create pagination result
+export function createPaginatedResult<T>(
+  items: T[],
+  total: number,
+  page: number,
+  limit: number
+): PaginatedResult<T> {
+  const totalPages = Math.ceil(total / limit);
+  return {
+    items,
+    total,
+    page,
+    limit,
+    totalPages,
+    hasMore: page < totalPages,
+  };
+}
diff --git a/lib/db/users.ts b/lib/db/users.ts
new file mode 100644
index 0000000..afaea83
--- /dev/null
+++ b/lib/db/users.ts
@@ -0,0 +1,199 @@
+/**
+ * User Database Service
+ * CRUD operations for users
+ */
+
+import prisma from './prisma';
+import type { User, UserType, Prisma } from '@prisma/client';
+import type { PaginationOptions, PaginatedResult } from './types';
+import { createPaginatedResult } from './types';
+
+// Create a new user
+export async function createUser(data: {
+  email: string;
+  name: string;
+  walletAddress?: string;
+  passwordHash?: string;
+  avatarUrl?: string;
+  bio?: string;
+  latitude?: number;
+  longitude?: number;
+  address?: string;
+  city?: string;
+  country?: string;
+  userType?: UserType;
+}): Promise<User> {
+  return prisma.user.create({
+    data: {
+      ...data,
+      userType: data.userType || 'CONSUMER',
+    },
+  });
+}
+
+// Get user by ID
+export async function getUserById(id: string): Promise<User | null> {
+  return prisma.user.findUnique({
+    where: { id },
+  });
+}
+
+// Get user by email
+export async function getUserByEmail(email: string): Promise<User | null> {
+  return prisma.user.findUnique({
+    where: { email },
+  });
+}
+
+// Get user by wallet address
+export async function getUserByWalletAddress(walletAddress: string): Promise<User | null> {
+  return prisma.user.findUnique({
+    where: { walletAddress },
+  });
+}
+
+// Update user
+export async function updateUser(
+  id: string,
+  data: Prisma.UserUpdateInput
+): Promise<User> {
+  return prisma.user.update({
+    where: { id },
+    data,
+  });
+}
+
+// Delete user
+export async function deleteUser(id: string): Promise<User> {
+  return prisma.user.delete({
+    where: { id },
+  });
+}
+
+// Get all users with pagination
+export async function getUsers(
+  options: PaginationOptions = {},
+  filters?: {
+    userType?: UserType;
+    city?: string;
+    country?: string;
+  }
+): Promise<PaginatedResult<User>> {
+  const page = options.page || 1;
+  const limit = options.limit || 20;
+  const skip = (page - 1) * limit;
+
+  const where: Prisma.UserWhereInput = {};
+  if (filters?.userType) where.userType = filters.userType;
+  if (filters?.city) where.city = { contains: filters.city, mode: 'insensitive' };
+  if (filters?.country) where.country = { contains: filters.country, mode: 'insensitive' };
+
+  const [users, total] = await Promise.all([
+    prisma.user.findMany({
+      where,
+      skip,
+      take: limit,
+      orderBy: { createdAt: 'desc' },
+    }),
+    prisma.user.count({ where }),
+  ]);
+
+  return createPaginatedResult(users, total, page, limit);
+}
+
+// Get users by type
+export async function getUsersByType(userType: UserType): Promise<User[]> {
+  return prisma.user.findMany({
+    where: { userType },
+    orderBy: { name: 'asc' },
+  });
+}
+
+// Update last login
+export async function updateLastLogin(id: string): Promise<User> {
+  return prisma.user.update({
+    where: { id },
+    data: { lastLoginAt: new Date() },
+  });
+}
+
+// Search users
+export async function searchUsers(
+  query: string,
+  options: PaginationOptions = {}
+): Promise<PaginatedResult<User>> {
+  const page = options.page || 1;
+  const limit = options.limit || 20;
+  const skip = (page - 1) * limit;
+
+  const where: Prisma.UserWhereInput = {
+    OR: [
+      { name: { contains: query, mode: 'insensitive' } },
+      { email: { contains: query, mode: 'insensitive' } },
+      { city: { contains: query, mode: 'insensitive' } },
+    ],
+  };
+
+  const [users, total] = await Promise.all([
+    prisma.user.findMany({
+      where,
+      skip,
+      take: limit,
+      orderBy: { name: 'asc' },
+    }),
+    prisma.user.count({ where }),
+  ]);
+
+  return createPaginatedResult(users, total, page, limit);
+}
+
+// Get user with their plants
+export async function getUserWithPlants(id: string) {
+  return prisma.user.findUnique({
+    where: { id },
+    include: {
+      ownedPlants: {
+        orderBy: { registeredAt: 'desc' },
+      },
+    },
+  });
+}
+
+// Get user with their farms
+export async function getUserWithFarms(id: string) {
+  return prisma.user.findUnique({
+    where: { id },
+    include: {
+      verticalFarms: {
+        include: {
+          zones: true,
+        },
+      },
+    },
+  });
+}
+
+// Get user statistics
+export async function getUserStats(id: string) {
+  const [
+    plantCount,
+    farmCount,
+    transportEventsSent,
+    transportEventsReceived,
+    supplyCommitments,
+  ] = await Promise.all([
+    prisma.plant.count({ where: { ownerId: id } }),
+    prisma.verticalFarm.count({ where: { ownerId: id } }),
+    prisma.transportEvent.count({ where: { senderId: id } }),
+    prisma.transportEvent.count({ where: { receiverId: id } }),
+    prisma.supplyCommitment.count({ where: { growerId: id } }),
+  ]);
+
+  return {
+    plantCount,
+    farmCount,
+    transportEventsSent,
+    transportEventsReceived,
+    supplyCommitments,
+  };
+}
diff --git a/package.json b/package.json
index b1350a8..318e1df 100644
--- a/package.json
+++ b/package.json
@@ -15,9 +15,16 @@
     "cy:open": "cypress open",
     "cy:run": "cypress run",
     "test:e2e": "start-server-and-test 'bun run preview' http://localhost:3001 cy:open",
-    "test:e2e:ci": "start-server-and-test 'bun run preview' http://localhost:3001 cy:run"
+    "test:e2e:ci": "start-server-and-test 'bun run preview' http://localhost:3001 cy:run",
+    "db:generate": "prisma generate",
+    "db:push": "prisma db push",
+    "db:migrate": "prisma migrate dev",
+    "db:migrate:prod": "prisma migrate deploy",
+    "db:seed": "bun run prisma/seed.ts",
+    "db:studio": "prisma studio"
   },
   "dependencies": {
+    "@prisma/client": "^5.7.0",
     "@tailwindcss/forms": "^0.4.0",
     "@tailwindcss/typography": "^0.5.1",
     "@tanstack/react-query": "^4.0.10",
@@ -41,6 +48,7 @@
     "eslint-config-next": "^12.0.10",
     "jest": "^29.5.0",
     "postcss": "^8.4.5",
+    "prisma": "^5.7.0",
     "tailwindcss": "^3.0.15",
     "ts-jest": "^29.1.0",
     "typescript": "^4.5.5"
diff --git a/prisma/schema.prisma b/prisma/schema.prisma
new file mode 100644
index 0000000..eb44f54
--- /dev/null
+++ b/prisma/schema.prisma
@@ -0,0 +1,1084 @@
+// LocalGreenChain Database Schema
+// Prisma ORM configuration for PostgreSQL
+
+generator client {
+  provider = "prisma-client-js"
+}
+
+datasource db {
+  provider = "postgresql"
+  url      = env("DATABASE_URL")
+}
+
+// ============================================
+// USER & AUTHENTICATION
+// ============================================
+
+model User {
+  id            String    @id @default(cuid())
+  email         String    @unique
+  name          String
+  walletAddress String?   @unique
+  passwordHash  String?
+
+  // Profile
+  avatarUrl     String?
+  bio           String?
+
+  // Location
+  latitude      Float?
+  longitude     Float?
+  address       String?
+  city          String?
+  country       String?
+
+  // User type
+  userType      UserType  @default(CONSUMER)
+
+  // Timestamps
+  createdAt     DateTime  @default(now())
+  updatedAt     DateTime  @updatedAt
+  lastLoginAt   DateTime?
+
+  // Relations
+  ownedPlants           Plant[]
+  verticalFarms         VerticalFarm[]
+  consumerPreferences   ConsumerPreference[]
+  supplyCommitments     SupplyCommitment[]
+  sentTransportEvents   TransportEvent[]      @relation("Sender")
+  receivedTransportEvents TransportEvent[]    @relation("Receiver")
+  seasonalPlans         SeasonalPlan[]
+  auditLogs             AuditLog[]
+
+  @@index([email])
+  @@index([userType])
+}
+
+enum UserType {
+  CONSUMER
+  GROWER
+  DISTRIBUTOR
+  PROCESSOR
+  ADMIN
+}
+
+// ============================================
+// PLANT & LINEAGE TRACKING
+// ============================================
+
+model Plant {
+  id              String    @id @default(cuid())
+
+  // Plant identification
+  commonName      String
+  scientificName  String?
+  species         String?
+  genus           String?
+  family          String?
+
+  // Lineage tracking
+  parentPlantId   String?
+  parentPlant     Plant?    @relation("PlantLineage", fields: [parentPlantId], references: [id])
+  childPlants     Plant[]   @relation("PlantLineage")
+  propagationType PropagationType @default(ORIGINAL)
+  generation      Int       @default(0)
+
+  // Lifecycle
+  plantedDate     DateTime
+  harvestedDate   DateTime?
+  status          PlantStatus @default(SPROUTED)
+
+  // Location
+  latitude        Float
+  longitude       Float
+  address         String?
+  city            String?
+  country         String?
+
+  // Owner
+  ownerId         String
+  owner           User      @relation(fields: [ownerId], references: [id])
+
+  // Environmental data (JSON for flexibility)
+  environment     Json?
+  growthMetrics   Json?
+
+  // Metadata
+  notes           String?
+  images          String[]
+  plantsNetId     String?
+
+  // Blockchain integration
+  blockIndex      Int?
+  blockHash       String?
+
+  // Timestamps
+  registeredAt    DateTime  @default(now())
+  updatedAt       DateTime  @updatedAt
+
+  // Relations
+  transportEvents TransportEvent[]
+  cropBatches     CropBatch[]
+
+  @@index([ownerId])
+  @@index([commonName])
+  @@index([status])
+  @@index([parentPlantId])
+  @@index([latitude, longitude])
+}
+
+enum PropagationType {
+  SEED
+  CLONE
+  CUTTING
+  DIVISION
+  GRAFTING
+  ORIGINAL
+}
+
+enum PlantStatus {
+  SPROUTED
+  GROWING
+  MATURE
+  FLOWERING
+  FRUITING
+  DORMANT
+  DECEASED
+}
+
+// ============================================
+// TRANSPORT & SUPPLY CHAIN
+// ============================================
+
+model TransportEvent {
+  id              String    @id @default(cuid())
+
+  // Event type
+  eventType       TransportEventType
+
+  // Locations
+  fromLatitude    Float
+  fromLongitude   Float
+  fromAddress     String?
+  fromCity        String?
+  fromCountry     String?
+  fromLocationType LocationType
+  fromFacilityId  String?
+  fromFacilityName String?
+
+  toLatitude      Float
+  toLongitude     Float
+  toAddress       String?
+  toCity          String?
+  toCountry       String?
+  toLocationType  LocationType
+  toFacilityId    String?
+  toFacilityName  String?
+
+  // Distance and duration
+  distanceKm      Float
+  durationMinutes Int
+
+  // Environmental impact
+  transportMethod TransportMethod
+  carbonFootprintKg Float
+
+  // Parties
+  senderId        String
+  sender          User      @relation("Sender", fields: [senderId], references: [id])
+  receiverId      String
+  receiver        User      @relation("Receiver", fields: [receiverId], references: [id])
+
+  // Verification signatures
+  senderSignature   String?
+  receiverSignature String?
+  verifierSignature String?
+
+  // Status
+  status          TransportStatus @default(PENDING)
+
+  // Metadata
+  notes           String?
+  photos          String[]
+  documents       String[]
+
+  // Extended event data (JSON for type-specific fields)
+  eventData       Json?
+
+  // Blockchain integration
+  blockIndex      Int?
+  blockHash       String?
+  cumulativeCarbonKg Float?
+  cumulativeFoodMiles Float?
+
+  // Timestamps
+  timestamp       DateTime  @default(now())
+  createdAt       DateTime  @default(now())
+  updatedAt       DateTime  @updatedAt
+
+  // Relations
+  plants          Plant[]
+  seedBatch       SeedBatch? @relation(fields: [seedBatchId], references: [id])
+  seedBatchId     String?
+  harvestBatch    HarvestBatch? @relation(fields: [harvestBatchId], references: [id])
+  harvestBatchId  String?
+
+  @@index([eventType])
+  @@index([senderId])
+  @@index([receiverId])
+  @@index([status])
+  @@index([timestamp])
+}
+
+enum TransportEventType {
+  SEED_ACQUISITION
+  PLANTING
+  GROWING_TRANSPORT
+  HARVEST
+  PROCESSING
+  DISTRIBUTION
+  CONSUMER_DELIVERY
+  SEED_SAVING
+  SEED_SHARING
+}
+
+enum LocationType {
+  FARM
+  GREENHOUSE
+  VERTICAL_FARM
+  WAREHOUSE
+  HUB
+  MARKET
+  CONSUMER
+  SEED_BANK
+  OTHER
+}
+
+enum TransportMethod {
+  WALKING
+  BICYCLE
+  ELECTRIC_VEHICLE
+  HYBRID_VEHICLE
+  GASOLINE_VEHICLE
+  DIESEL_TRUCK
+  ELECTRIC_TRUCK
+  REFRIGERATED_TRUCK
+  RAIL
+  SHIP
+  AIR
+  DRONE
+  LOCAL_DELIVERY
+  CUSTOMER_PICKUP
+}
+
+enum TransportStatus {
+  PENDING
+  IN_TRANSIT
+  DELIVERED
+  VERIFIED
+  DISPUTED
+}
+
+// Seed Batch for tracking seeds through the system
+model SeedBatch {
+  id              String    @id @default(cuid())
+
+  // Seed info
+  species         String
+  variety         String?
+  quantity        Float
+  quantityUnit    String    @default("seeds")
+
+  // Lineage
+  geneticLineageId String?
+  parentPlantIds  String[]
+  generation      Int       @default(0)
+
+  // Quality
+  germinationRate Float?
+  purityPercentage Float?
+  harvestDate     DateTime?
+  expirationDate  DateTime?
+
+  // Certifications
+  certifications  String[]
+  certificationDocs String[]
+
+  // Storage
+  storageTemperature Float?
+  storageHumidity    Float?
+  containerType      String?
+
+  // Status
+  status          SeedBatchStatus @default(AVAILABLE)
+
+  // Timestamps
+  createdAt       DateTime  @default(now())
+  updatedAt       DateTime  @updatedAt
+
+  // Relations
+  transportEvents TransportEvent[]
+  cropBatches     CropBatch[]
+
+  @@index([species])
+  @@index([status])
+}
+
+enum SeedBatchStatus {
+  AVAILABLE
+  PARTIALLY_USED
+  DEPLETED
+  EXPIRED
+}
+
+// Harvest Batch for tracking harvested produce
+model HarvestBatch {
+  id              String    @id @default(cuid())
+
+  // Harvest info
+  produceType     String
+  harvestType     String    @default("full")
+
+  // Quantities
+  grossWeight     Float
+  netWeight       Float
+  weightUnit      String    @default("kg")
+  itemCount       Int?
+
+  // Quality
+  qualityGrade    String?
+  qualityNotes    String?
+
+  // Storage
+  packagingType   String?
+  shelfLifeHours  Int?
+  temperatureMin  Float?
+  temperatureMax  Float?
+
+  // Timestamps
+  harvestedAt     DateTime  @default(now())
+  createdAt       DateTime  @default(now())
+  updatedAt       DateTime  @updatedAt
+
+  // Relations
+  transportEvents TransportEvent[]
+  cropBatch       CropBatch? @relation(fields: [cropBatchId], references: [id])
+  cropBatchId     String?
+
+  @@index([produceType])
+  @@index([harvestedAt])
+}
+
+// ============================================
+// VERTICAL FARMING
+// ============================================
+
+model VerticalFarm {
+  id              String    @id @default(cuid())
+  name            String
+
+  // Owner
+  ownerId         String
+  owner           User      @relation(fields: [ownerId], references: [id])
+
+  // Location
+  latitude        Float
+  longitude       Float
+  address         String
+  city            String
+  country         String
+  timezone        String    @default("UTC")
+
+  // Facility specs (JSON for complex nested structure)
+  specs           Json
+
+  // Systems configuration (JSON for flexibility)
+  environmentalControl Json?
+  irrigationSystem     Json?
+  lightingSystem       Json?
+  nutrientSystem       Json?
+
+  // Automation
+  automationLevel AutomationLevel @default(MANUAL)
+  automationSystems Json?
+
+  // Status
+  status          FarmStatus @default(OFFLINE)
+  operationalSince DateTime?
+  lastMaintenanceDate DateTime?
+
+  // Performance metrics
+  capacityUtilization Float?
+  yieldEfficiency     Float?
+  energyEfficiencyScore Float?
+
+  // Timestamps
+  createdAt       DateTime  @default(now())
+  updatedAt       DateTime  @updatedAt
+
+  // Relations
+  zones           GrowingZone[]
+  cropBatches     CropBatch[]
+  resourceUsage   ResourceUsage[]
+  farmAnalytics   FarmAnalytics[]
+
+  @@index([ownerId])
+  @@index([status])
+  @@index([city, country])
+}
+
+enum AutomationLevel {
+  MANUAL
+  SEMI_AUTOMATED
+  FULLY_AUTOMATED
+}
+
+enum FarmStatus {
+  OFFLINE
+  STARTING
+  OPERATIONAL
+  MAINTENANCE
+  EMERGENCY
+}
+
+model GrowingZone {
+  id              String    @id @default(cuid())
+  name            String
+  level           Int
+
+  // Dimensions
+  areaSqm         Float
+  lengthM         Float?
+  widthM          Float?
+
+  // Growing system
+  growingMethod   GrowingMethod
+  plantPositions  Int
+
+  // Current status
+  currentCrop     String?
+  plantingDate    DateTime?
+  expectedHarvestDate DateTime?
+
+  // Environment targets (JSON)
+  environmentTargets Json?
+
+  // Current readings (JSON)
+  currentEnvironment Json?
+
+  // Status
+  status          ZoneStatus @default(EMPTY)
+
+  // Timestamps
+  createdAt       DateTime  @default(now())
+  updatedAt       DateTime  @updatedAt
+
+  // Relations
+  farm            VerticalFarm @relation(fields: [farmId], references: [id], onDelete: Cascade)
+  farmId          String
+  cropBatches     CropBatch[]
+
+  @@index([farmId])
+  @@index([status])
+}
+
+enum GrowingMethod {
+  NFT
+  DWC
+  EBB_FLOW
+  AEROPONICS
+  VERTICAL_TOWERS
+  RACK_SYSTEM
+}
+
+enum ZoneStatus {
+  EMPTY
+  PREPARING
+  PLANTED
+  GROWING
+  HARVESTING
+  CLEANING
+}
+
+model CropBatch {
+  id              String    @id @default(cuid())
+
+  // Crop info
+  cropType        String
+  variety         String?
+
+  // Growing
+  plantCount      Int
+  plantingDate    DateTime
+  transplantDate  DateTime?
+
+  // Progress
+  currentStage    String    @default("germinating")
+  currentDay      Int       @default(0)
+  healthScore     Float?
+
+  // Expected
+  expectedHarvestDate DateTime
+  expectedYieldKg Float
+
+  // Actual (after harvest)
+  actualHarvestDate DateTime?
+  actualYieldKg   Float?
+  qualityGrade    String?
+
+  // Status
+  status          CropBatchStatus @default(GERMINATING)
+
+  // Issues (JSON array)
+  issues          Json?
+
+  // Environmental log (JSON array)
+  environmentLog  Json?
+
+  // Timestamps
+  createdAt       DateTime  @default(now())
+  updatedAt       DateTime  @updatedAt
+
+  // Relations
+  farm            VerticalFarm @relation(fields: [farmId], references: [id])
+  farmId          String
+  zone            GrowingZone @relation(fields: [zoneId], references: [id])
+  zoneId          String
+  recipe          GrowingRecipe? @relation(fields: [recipeId], references: [id])
+  recipeId        String?
+  seedBatch       SeedBatch? @relation(fields: [seedBatchId], references: [id])
+  seedBatchId     String?
+  plants          Plant[]
+  harvestBatches  HarvestBatch[]
+
+  @@index([farmId])
+  @@index([zoneId])
+  @@index([status])
+  @@index([cropType])
+}
+
+enum CropBatchStatus {
+  GERMINATING
+  GROWING
+  READY
+  HARVESTING
+  COMPLETED
+  FAILED
+}
+
+model GrowingRecipe {
+  id              String    @id @default(cuid())
+  name            String
+  cropType        String
+  variety         String?
+  version         String    @default("1.0")
+
+  // Stages (JSON array of GrowthStage)
+  stages          Json
+
+  // Expected outcomes
+  expectedDays    Int
+  expectedYieldGrams Float
+  expectedYieldPerSqm Float?
+
+  // Requirements (JSON)
+  requirements    Json?
+
+  // Source
+  source          RecipeSource @default(INTERNAL)
+  author          String?
+  rating          Float?
+  timesUsed       Int       @default(0)
+
+  // Timestamps
+  createdAt       DateTime  @default(now())
+  updatedAt       DateTime  @updatedAt
+
+  // Relations
+  cropBatches     CropBatch[]
+
+  @@index([cropType])
+  @@index([source])
+}
+
+enum RecipeSource {
+  INTERNAL
+  COMMUNITY
+  COMMERCIAL
+}
+
+model ResourceUsage {
+  id              String    @id @default(cuid())
+
+  // Period
+  periodStart     DateTime
+  periodEnd       DateTime
+
+  // Energy
+  electricityKwh  Float
+  electricityCostUsd Float?
+  renewablePercent Float?
+  peakDemandKw    Float?
+
+  // Water
+  waterUsageL     Float
+  waterCostUsd    Float?
+  waterRecycledPercent Float?
+
+  // CO2
+  co2UsedKg       Float?
+  co2CostUsd      Float?
+
+  // Nutrients
+  nutrientsUsedL  Float?
+  nutrientCostUsd Float?
+
+  // Efficiency metrics
+  kwhPerKgProduce Float?
+  litersPerKgProduce Float?
+  costPerKgProduce Float?
+
+  // Timestamps
+  createdAt       DateTime  @default(now())
+
+  // Relations
+  farm            VerticalFarm @relation(fields: [farmId], references: [id])
+  farmId          String
+
+  @@index([farmId])
+  @@index([periodStart, periodEnd])
+}
+
+model FarmAnalytics {
+  id              String    @id @default(cuid())
+
+  // Period
+  period          String
+  generatedAt     DateTime  @default(now())
+
+  // Production
+  totalYieldKg    Float
+  yieldPerSqmPerYear Float?
+  cropCyclesCompleted Int
+  averageCyclesDays Float?
+
+  // Quality
+  averageQualityScore Float?
+  gradeAPercent   Float?
+  wastagePercent  Float?
+
+  // Efficiency
+  cropSuccessRate Float?
+  spaceUtilization Float?
+  laborHoursPerKg Float?
+
+  // Financial
+  revenueUsd      Float?
+  costUsd         Float?
+  profitMarginPercent Float?
+  revenuePerSqm   Float?
+
+  // Environmental
+  carbonFootprintKgPerKg Float?
+  waterUseLPerKg  Float?
+  energyUseKwhPerKg Float?
+
+  // Top crops (JSON arrays)
+  topCropsByYield Json?
+  topCropsByRevenue Json?
+  topCropsByEfficiency Json?
+
+  // Timestamps
+  createdAt       DateTime  @default(now())
+
+  // Relations
+  farm            VerticalFarm @relation(fields: [farmId], references: [id])
+  farmId          String
+
+  @@index([farmId])
+  @@index([period])
+}
+
+// ============================================
+// DEMAND & MARKET MATCHING
+// ============================================
+
+model ConsumerPreference {
+  id              String    @id @default(cuid())
+
+  // Consumer
+  consumerId      String
+  consumer        User      @relation(fields: [consumerId], references: [id])
+
+  // Location
+  latitude        Float
+  longitude       Float
+  maxDeliveryRadiusKm Float @default(50)
+  city            String?
+  region          String?
+
+  // Dietary preferences
+  dietaryType     String[]
+  allergies       String[]
+  dislikes        String[]
+
+  // Produce preferences (JSON)
+  preferredCategories String[]
+  preferredItems  Json?
+
+  // Quality preferences
+  certificationPreferences String[]
+  freshnessImportance Int @default(3)
+  priceImportance Int @default(3)
+  sustainabilityImportance Int @default(3)
+
+  // Delivery preferences (JSON)
+  deliveryPreferences Json?
+
+  // Household
+  householdSize   Int       @default(1)
+  weeklyBudget    Float?
+  currency        String?   @default("USD")
+
+  // Timestamps
+  createdAt       DateTime  @default(now())
+  updatedAt       DateTime  @updatedAt
+
+  @@unique([consumerId])
+  @@index([latitude, longitude])
+}
+
+model DemandSignal {
+  id              String    @id @default(cuid())
+
+  // Region scope
+  centerLat       Float
+  centerLon       Float
+  radiusKm        Float
+  regionName      String
+
+  // Time scope
+  periodStart     DateTime
+  periodEnd       DateTime
+  seasonalPeriod  String    // spring, summer, fall, winter
+
+  // Aggregated demand (JSON array of DemandItem)
+  demandItems     Json
+
+  // Statistics
+  totalConsumers  Int
+  totalWeeklyDemandKg Float
+  confidenceLevel Float
+
+  // Supply status
+  currentSupplyKg Float?
+  supplyGapKg     Float?
+  supplyStatus    SupplyStatus @default(BALANCED)
+
+  // Timestamps
+  timestamp       DateTime  @default(now())
+  createdAt       DateTime  @default(now())
+
+  // Relations
+  marketMatches   MarketMatch[]
+
+  @@index([regionName])
+  @@index([periodStart, periodEnd])
+  @@index([supplyStatus])
+}
+
+enum SupplyStatus {
+  SURPLUS
+  BALANCED
+  SHORTAGE
+  CRITICAL
+}
+
+model SupplyCommitment {
+  id              String    @id @default(cuid())
+
+  // Grower
+  growerId        String
+  grower          User      @relation(fields: [growerId], references: [id])
+
+  // Produce
+  produceType     String
+  variety         String?
+
+  // Commitment
+  committedQuantityKg Float
+  availableFrom   DateTime
+  availableUntil  DateTime
+
+  // Pricing
+  pricePerKg      Float
+  currency        String    @default("USD")
+  minimumOrderKg  Float     @default(0)
+  bulkDiscountThreshold Float?
+  bulkDiscountPercent Float?
+
+  // Quality
+  certifications  String[]
+  freshnessGuaranteeHours Int?
+
+  // Delivery
+  deliveryRadiusKm Float
+  deliveryMethods String[]
+
+  // Status
+  status          CommitmentStatus @default(AVAILABLE)
+  remainingKg     Float
+
+  // Timestamps
+  timestamp       DateTime  @default(now())
+  createdAt       DateTime  @default(now())
+  updatedAt       DateTime  @updatedAt
+
+  // Relations
+  marketMatches   MarketMatch[]
+
+  @@index([growerId])
+  @@index([produceType])
+  @@index([status])
+  @@index([availableFrom, availableUntil])
+}
+
+enum CommitmentStatus {
+  AVAILABLE
+  PARTIALLY_COMMITTED
+  FULLY_COMMITTED
+  EXPIRED
+}
+
+model MarketMatch {
+  id              String    @id @default(cuid())
+
+  // Parties
+  consumerId      String
+  growerId        String
+
+  // Links
+  demandSignalId  String
+  demandSignal    DemandSignal @relation(fields: [demandSignalId], references: [id])
+  supplyCommitmentId String
+  supplyCommitment SupplyCommitment @relation(fields: [supplyCommitmentId], references: [id])
+
+  // Match details
+  produceType     String
+  matchedQuantityKg Float
+
+  // Transaction
+  agreedPricePerKg Float
+  totalPrice      Float
+  currency        String    @default("USD")
+
+  // Delivery
+  deliveryDate    DateTime
+  deliveryMethod  String
+  deliveryLatitude Float?
+  deliveryLongitude Float?
+  deliveryAddress String?
+
+  // Status
+  status          MatchStatus @default(PENDING)
+
+  // Ratings
+  consumerRating  Float?
+  growerRating    Float?
+  feedback        String?
+
+  // Timestamps
+  timestamp       DateTime  @default(now())
+  createdAt       DateTime  @default(now())
+  updatedAt       DateTime  @updatedAt
+
+  @@index([consumerId])
+  @@index([growerId])
+  @@index([status])
+  @@index([deliveryDate])
+}
+
+enum MatchStatus {
+  PENDING
+  CONFIRMED
+  IN_TRANSIT
+  DELIVERED
+  COMPLETED
+  CANCELLED
+}
+
+model SeasonalPlan {
+  id              String    @id @default(cuid())
+
+  // Grower
+  growerId        String
+  grower          User      @relation(fields: [growerId], references: [id])
+
+  // Season
+  year            Int
+  season          String    // spring, summer, fall, winter
+
+  // Location context (JSON)
+  location        Json
+
+  // Growing capacity (JSON)
+  growingCapacity Json
+
+  // Planned crops (JSON array)
+  plannedCrops    Json
+
+  // Expected outcomes
+  expectedTotalYieldKg Float?
+  expectedRevenue Float?
+  expectedCarbonFootprintKg Float?
+
+  // Status
+  status          PlanStatus @default(DRAFT)
+  completionPercentage Float?
+
+  // Timestamps
+  createdAt       DateTime  @default(now())
+  updatedAt       DateTime  @updatedAt
+
+  @@index([growerId])
+  @@index([year, season])
+  @@index([status])
+}
+
+enum PlanStatus {
+  DRAFT
+  CONFIRMED
+  IN_PROGRESS
+  COMPLETED
+}
+
+model DemandForecast {
+  id              String    @id @default(cuid())
+
+  // Scope
+  region          String
+  forecastPeriodStart DateTime
+  forecastPeriodEnd DateTime
+
+  // Forecasts (JSON array of ProduceForecast)
+  forecasts       Json
+
+  // Model info
+  modelVersion    String
+  dataPointsUsed  Int
+  lastTrainingDate DateTime?
+
+  // Timestamps
+  generatedAt     DateTime  @default(now())
+  createdAt       DateTime  @default(now())
+
+  @@index([region])
+  @@index([forecastPeriodStart, forecastPeriodEnd])
+}
+
+model PlantingRecommendation {
+  id              String    @id @default(cuid())
+
+  // Grower
+  growerId        String
+
+  // Recommendation
+  produceType     String
+  variety         String?
+  category        String
+
+  // Quantities
+  recommendedQuantity Float
+  quantityUnit    String
+  expectedYieldKg Float
+  yieldConfidence Float
+
+  // Timing
+  plantByDate     DateTime
+  expectedHarvestStart DateTime
+  expectedHarvestEnd DateTime
+  growingDays     Int
+
+  // Market opportunity
+  projectedDemandKg Float?
+  projectedPricePerKg Float?
+  projectedRevenue Float?
+  marketConfidence Float?
+
+  // Risk assessment (JSON)
+  riskFactors     Json?
+  overallRisk     String    @default("medium")
+
+  // Reasoning
+  demandSignalIds String[]
+  explanation     String?
+
+  // Timestamps
+  timestamp       DateTime  @default(now())
+  createdAt       DateTime  @default(now())
+
+  @@index([growerId])
+  @@index([produceType])
+  @@index([plantByDate])
+}
+
+// ============================================
+// AUDIT & TRANSPARENCY
+// ============================================
+
+model AuditLog {
+  id              String    @id @default(cuid())
+
+  // Actor
+  userId          String?
+  user            User?     @relation(fields: [userId], references: [id])
+
+  // Action
+  action          String
+  entityType      String
+  entityId        String?
+
+  // Details
+  previousValue   Json?
+  newValue        Json?
+  metadata        Json?
+
+  // Source
+  ipAddress       String?
+  userAgent       String?
+
+  // Timestamps
+  timestamp       DateTime  @default(now())
+
+  @@index([userId])
+  @@index([entityType, entityId])
+  @@index([action])
+  @@index([timestamp])
+}
+
+model BlockchainBlock {
+  id              String    @id @default(cuid())
+
+  // Block data
+  index           Int       @unique
+  timestamp       DateTime
+  previousHash    String
+  hash            String    @unique
+  nonce           Int
+
+  // Block content type
+  blockType       String    // "plant" or "transport"
+
+  // Content reference
+  plantId         String?
+  transportEventId String?
+
+  // Content snapshot (JSON)
+  content         Json
+
+  // Timestamps
+  createdAt       DateTime  @default(now())
+
+  @@index([blockType])
+  @@index([hash])
+}
diff --git a/prisma/seed.ts b/prisma/seed.ts
new file mode 100644
index 0000000..746e0bc
--- /dev/null
+++ b/prisma/seed.ts
@@ -0,0 +1,835 @@
+/**
+ * LocalGreenChain Database Seed Script
+ * Populates the database with development data
+ *
+ * Run with: bun run db:seed
+ */
+
+import { PrismaClient } from '@prisma/client';
+
+const prisma = new PrismaClient();
+
+async function main() {
+  console.log('Starting database seed...');
+
+  // Clean existing data (in reverse dependency order)
+  console.log('Cleaning existing data...');
+  await prisma.auditLog.deleteMany();
+  await prisma.blockchainBlock.deleteMany();
+  await prisma.marketMatch.deleteMany();
+  await prisma.plantingRecommendation.deleteMany();
+  await prisma.demandForecast.deleteMany();
+  await prisma.seasonalPlan.deleteMany();
+  await prisma.supplyCommitment.deleteMany();
+  await prisma.demandSignal.deleteMany();
+  await prisma.consumerPreference.deleteMany();
+  await prisma.farmAnalytics.deleteMany();
+  await prisma.resourceUsage.deleteMany();
+  await prisma.harvestBatch.deleteMany();
+  await prisma.cropBatch.deleteMany();
+  await prisma.growingRecipe.deleteMany();
+  await prisma.growingZone.deleteMany();
+  await prisma.verticalFarm.deleteMany();
+  await prisma.transportEvent.deleteMany();
+  await prisma.seedBatch.deleteMany();
+  await prisma.plant.deleteMany();
+  await prisma.user.deleteMany();
+
+  // Create users
+  console.log('Creating users...');
+  const users = await Promise.all([
+    prisma.user.create({
+      data: {
+        email: 'alice@localgreenchain.io',
+        name: 'Alice Green',
+        userType: 'GROWER',
+        latitude: 37.7749,
+        longitude: -122.4194,
+        city: 'San Francisco',
+        country: 'USA',
+        bio: 'Urban farmer specializing in leafy greens and microgreens',
+        walletAddress: '0x1234567890abcdef1234567890abcdef12345678',
+      },
+    }),
+    prisma.user.create({
+      data: {
+        email: 'bob@localgreenchain.io',
+        name: 'Bob Farmer',
+        userType: 'GROWER',
+        latitude: 37.8044,
+        longitude: -122.2712,
+        city: 'Oakland',
+        country: 'USA',
+        bio: 'Vertical farm operator with 5 years experience',
+        walletAddress: '0xabcdef1234567890abcdef1234567890abcdef12',
+      },
+    }),
+    prisma.user.create({
+      data: {
+        email: 'carol@localgreenchain.io',
+        name: 'Carol Consumer',
+        userType: 'CONSUMER',
+        latitude: 37.7849,
+        longitude: -122.4094,
+        city: 'San Francisco',
+        country: 'USA',
+        bio: 'Health-conscious consumer supporting local farms',
+      },
+    }),
+    prisma.user.create({
+      data: {
+        email: 'david@localgreenchain.io',
+        name: 'David Distributor',
+        userType: 'DISTRIBUTOR',
+        latitude: 37.7649,
+        longitude: -122.3994,
+        city: 'San Francisco',
+        country: 'USA',
+        bio: 'Local food distributor serving Bay Area restaurants',
+      },
+    }),
+    prisma.user.create({
+      data: {
+        email: 'eve@localgreenchain.io',
+        name: 'Eve Admin',
+        userType: 'ADMIN',
+        latitude: 37.7949,
+        longitude: -122.4294,
+        city: 'San Francisco',
+        country: 'USA',
+        bio: 'LocalGreenChain platform administrator',
+      },
+    }),
+  ]);
+
+  console.log(`Created ${users.length} users`);
+
+  // Create plants
+  console.log('Creating plants...');
+  const plants = await Promise.all([
+    // Original tomato plant
+    prisma.plant.create({
+      data: {
+        commonName: 'Cherry Tomato',
+        scientificName: 'Solanum lycopersicum var. cerasiforme',
+        species: 'lycopersicum',
+        genus: 'Solanum',
+        family: 'Solanaceae',
+        propagationType: 'ORIGINAL',
+        generation: 0,
+        plantedDate: new Date('2024-03-15'),
+        status: 'MATURE',
+        latitude: 37.7749,
+        longitude: -122.4194,
+        city: 'San Francisco',
+        country: 'USA',
+        ownerId: users[0].id,
+        notes: 'Heirloom variety from local seed library',
+        images: ['tomato-seedling.jpg', 'tomato-mature.jpg'],
+      },
+    }),
+    // Basil plant
+    prisma.plant.create({
+      data: {
+        commonName: 'Sweet Basil',
+        scientificName: 'Ocimum basilicum',
+        species: 'basilicum',
+        genus: 'Ocimum',
+        family: 'Lamiaceae',
+        propagationType: 'SEED',
+        generation: 1,
+        plantedDate: new Date('2024-04-01'),
+        status: 'GROWING',
+        latitude: 37.7749,
+        longitude: -122.4194,
+        city: 'San Francisco',
+        country: 'USA',
+        ownerId: users[0].id,
+        notes: 'Italian large leaf variety',
+      },
+    }),
+    // Lettuce
+    prisma.plant.create({
+      data: {
+        commonName: 'Butterhead Lettuce',
+        scientificName: 'Lactuca sativa var. capitata',
+        species: 'sativa',
+        genus: 'Lactuca',
+        family: 'Asteraceae',
+        propagationType: 'SEED',
+        generation: 0,
+        plantedDate: new Date('2024-05-01'),
+        status: 'GROWING',
+        latitude: 37.8044,
+        longitude: -122.2712,
+        city: 'Oakland',
+        country: 'USA',
+        ownerId: users[1].id,
+        notes: 'Vertical farm grown with LED lighting',
+      },
+    }),
+    // Kale
+    prisma.plant.create({
+      data: {
+        commonName: 'Curly Kale',
+        scientificName: 'Brassica oleracea var. sabellica',
+        species: 'oleracea',
+        genus: 'Brassica',
+        family: 'Brassicaceae',
+        propagationType: 'SEED',
+        generation: 0,
+        plantedDate: new Date('2024-04-15'),
+        status: 'MATURE',
+        latitude: 37.8044,
+        longitude: -122.2712,
+        city: 'Oakland',
+        country: 'USA',
+        ownerId: users[1].id,
+        notes: 'Organic certified',
+      },
+    }),
+    // Microgreens
+    prisma.plant.create({
+      data: {
+        commonName: 'Sunflower Microgreens',
+        scientificName: 'Helianthus annuus',
+        species: 'annuus',
+        genus: 'Helianthus',
+        family: 'Asteraceae',
+        propagationType: 'SEED',
+        generation: 0,
+        plantedDate: new Date('2024-05-20'),
+        status: 'SPROUTED',
+        latitude: 37.7749,
+        longitude: -122.4194,
+        city: 'San Francisco',
+        country: 'USA',
+        ownerId: users[0].id,
+        notes: 'Fast-growing microgreen variety',
+      },
+    }),
+  ]);
+
+  console.log(`Created ${plants.length} plants`);
+
+  // Create tomato clone (child plant)
+  const tomatoClone = await prisma.plant.create({
+    data: {
+      commonName: 'Cherry Tomato Clone',
+      scientificName: 'Solanum lycopersicum var. cerasiforme',
+      species: 'lycopersicum',
+      genus: 'Solanum',
+      family: 'Solanaceae',
+      parentPlantId: plants[0].id,
+      propagationType: 'CLONE',
+      generation: 1,
+      plantedDate: new Date('2024-04-20'),
+      status: 'GROWING',
+      latitude: 37.8044,
+      longitude: -122.2712,
+      city: 'Oakland',
+      country: 'USA',
+      ownerId: users[1].id,
+      notes: 'Cloned from Alice\'s heirloom tomato',
+    },
+  });
+
+  console.log('Created tomato clone');
+
+  // Create seed batches
+  console.log('Creating seed batches...');
+  const seedBatches = await Promise.all([
+    prisma.seedBatch.create({
+      data: {
+        species: 'Solanum lycopersicum',
+        variety: 'Cherry Heirloom',
+        quantity: 100,
+        quantityUnit: 'seeds',
+        generation: 0,
+        germinationRate: 0.92,
+        purityPercentage: 0.99,
+        harvestDate: new Date('2023-10-15'),
+        expirationDate: new Date('2026-10-15'),
+        certifications: ['organic', 'heirloom'],
+        status: 'AVAILABLE',
+      },
+    }),
+    prisma.seedBatch.create({
+      data: {
+        species: 'Lactuca sativa',
+        variety: 'Butterhead',
+        quantity: 500,
+        quantityUnit: 'seeds',
+        generation: 0,
+        germinationRate: 0.88,
+        harvestDate: new Date('2024-01-20'),
+        expirationDate: new Date('2027-01-20'),
+        certifications: ['organic', 'non_gmo'],
+        status: 'AVAILABLE',
+      },
+    }),
+  ]);
+
+  console.log(`Created ${seedBatches.length} seed batches`);
+
+  // Create vertical farm
+  console.log('Creating vertical farms...');
+  const farm = await prisma.verticalFarm.create({
+    data: {
+      name: 'Oakland Urban Greens',
+      ownerId: users[1].id,
+      latitude: 37.8044,
+      longitude: -122.2712,
+      address: '123 Industrial Blvd',
+      city: 'Oakland',
+      country: 'USA',
+      timezone: 'America/Los_Angeles',
+      specs: {
+        totalAreaSqm: 500,
+        growingAreaSqm: 400,
+        numberOfLevels: 5,
+        ceilingHeightM: 4,
+        totalGrowingPositions: 2000,
+        currentActivePlants: 1500,
+        powerCapacityKw: 100,
+        waterStorageL: 5000,
+        backupPowerHours: 8,
+        certifications: ['gap', 'haccp'],
+        buildingType: 'warehouse',
+        insulation: 'high_efficiency',
+      },
+      environmentalControl: {
+        hvacUnits: [
+          { id: 'hvac1', type: 'heat_pump', capacityKw: 20, status: 'running' },
+          { id: 'hvac2', type: 'cooling', capacityKw: 15, status: 'running' },
+        ],
+        co2Injection: { type: 'tank', capacityKg: 50, currentLevelKg: 35 },
+      },
+      lightingSystem: {
+        type: 'LED',
+        totalWattage: 50000,
+        efficacyUmolJ: 2.8,
+      },
+      automationLevel: 'SEMI_AUTOMATED',
+      status: 'OPERATIONAL',
+      operationalSince: new Date('2023-06-01'),
+      capacityUtilization: 0.75,
+      yieldEfficiency: 0.85,
+      energyEfficiencyScore: 0.78,
+    },
+  });
+
+  console.log('Created vertical farm');
+
+  // Create growing zones
+  console.log('Creating growing zones...');
+  const zones = await Promise.all([
+    prisma.growingZone.create({
+      data: {
+        name: 'Zone A - Leafy Greens',
+        farmId: farm.id,
+        level: 1,
+        areaSqm: 80,
+        lengthM: 10,
+        widthM: 8,
+        growingMethod: 'NFT',
+        plantPositions: 400,
+        currentCrop: 'Butterhead Lettuce',
+        plantingDate: new Date('2024-05-01'),
+        expectedHarvestDate: new Date('2024-05-28'),
+        environmentTargets: {
+          temperatureC: { min: 18, max: 24, target: 21 },
+          humidityPercent: { min: 60, max: 80, target: 70 },
+          co2Ppm: { min: 800, max: 1200, target: 1000 },
+          lightPpfd: { min: 200, max: 400, target: 300 },
+          lightHours: 16,
+        },
+        currentEnvironment: {
+          timestamp: new Date().toISOString(),
+          temperatureC: 21.5,
+          humidityPercent: 68,
+          co2Ppm: 950,
+          ppfd: 310,
+          waterTempC: 20,
+          ec: 1.4,
+          ph: 6.2,
+        },
+        status: 'GROWING',
+      },
+    }),
+    prisma.growingZone.create({
+      data: {
+        name: 'Zone B - Herbs',
+        farmId: farm.id,
+        level: 2,
+        areaSqm: 60,
+        lengthM: 10,
+        widthM: 6,
+        growingMethod: 'DWC',
+        plantPositions: 300,
+        currentCrop: 'Sweet Basil',
+        plantingDate: new Date('2024-05-10'),
+        expectedHarvestDate: new Date('2024-06-10'),
+        status: 'GROWING',
+      },
+    }),
+    prisma.growingZone.create({
+      data: {
+        name: 'Zone C - Microgreens',
+        farmId: farm.id,
+        level: 3,
+        areaSqm: 40,
+        growingMethod: 'RACK_SYSTEM',
+        plantPositions: 500,
+        status: 'EMPTY',
+      },
+    }),
+  ]);
+
+  console.log(`Created ${zones.length} growing zones`);
+
+  // Create growing recipe
+  console.log('Creating growing recipes...');
+  const recipe = await prisma.growingRecipe.create({
+    data: {
+      name: 'Butterhead Lettuce - Fast Cycle',
+      cropType: 'Lettuce',
+      variety: 'Butterhead',
+      version: '2.0',
+      stages: [
+        {
+          name: 'Germination',
+          daysStart: 0,
+          daysEnd: 3,
+          temperature: { day: 20, night: 18 },
+          humidity: { day: 80, night: 85 },
+          lightHours: 18,
+          lightPpfd: 150,
+        },
+        {
+          name: 'Seedling',
+          daysStart: 4,
+          daysEnd: 10,
+          temperature: { day: 21, night: 18 },
+          humidity: { day: 70, night: 75 },
+          lightHours: 16,
+          lightPpfd: 250,
+        },
+        {
+          name: 'Vegetative',
+          daysStart: 11,
+          daysEnd: 24,
+          temperature: { day: 22, night: 18 },
+          humidity: { day: 65, night: 70 },
+          lightHours: 16,
+          lightPpfd: 350,
+        },
+        {
+          name: 'Harvest',
+          daysStart: 25,
+          daysEnd: 28,
+          temperature: { day: 18, night: 16 },
+          humidity: { day: 60, night: 65 },
+          lightHours: 12,
+          lightPpfd: 300,
+        },
+      ],
+      expectedDays: 28,
+      expectedYieldGrams: 150,
+      expectedYieldPerSqm: 3.5,
+      requirements: {
+        positions: 1,
+        zoneType: 'NFT',
+        minimumPpfd: 200,
+        idealTemperatureC: 20,
+      },
+      source: 'INTERNAL',
+      author: 'Bob Farmer',
+      rating: 4.5,
+      timesUsed: 15,
+    },
+  });
+
+  console.log('Created growing recipe');
+
+  // Create crop batch
+  console.log('Creating crop batches...');
+  const cropBatch = await prisma.cropBatch.create({
+    data: {
+      farmId: farm.id,
+      zoneId: zones[0].id,
+      cropType: 'Butterhead Lettuce',
+      variety: 'Bibb',
+      recipeId: recipe.id,
+      seedBatchId: seedBatches[1].id,
+      plantCount: 400,
+      plantingDate: new Date('2024-05-01'),
+      expectedHarvestDate: new Date('2024-05-28'),
+      expectedYieldKg: 60,
+      currentStage: 'vegetative',
+      currentDay: 18,
+      healthScore: 92,
+      status: 'GROWING',
+      environmentLog: [
+        {
+          timestamp: new Date('2024-05-15').toISOString(),
+          readings: { temperatureC: 21, humidityPercent: 68, ppfd: 320 },
+        },
+        {
+          timestamp: new Date('2024-05-18').toISOString(),
+          readings: { temperatureC: 21.5, humidityPercent: 67, ppfd: 325 },
+        },
+      ],
+    },
+  });
+
+  console.log('Created crop batch');
+
+  // Create transport events
+  console.log('Creating transport events...');
+  const transportEvents = await Promise.all([
+    prisma.transportEvent.create({
+      data: {
+        eventType: 'SEED_ACQUISITION',
+        fromLatitude: 37.7849,
+        fromLongitude: -122.4094,
+        fromLocationType: 'SEED_BANK',
+        fromFacilityName: 'Bay Area Seed Library',
+        toLatitude: 37.7749,
+        toLongitude: -122.4194,
+        toLocationType: 'FARM',
+        toFacilityName: 'Alice\'s Urban Farm',
+        distanceKm: 1.2,
+        durationMinutes: 15,
+        transportMethod: 'BICYCLE',
+        carbonFootprintKg: 0,
+        senderId: users[2].id,
+        receiverId: users[0].id,
+        status: 'VERIFIED',
+        notes: 'Picked up heirloom tomato seeds',
+        eventData: {
+          seedBatchId: seedBatches[0].id,
+          quantity: 50,
+          sourceType: 'seed_library',
+        },
+      },
+    }),
+    prisma.transportEvent.create({
+      data: {
+        eventType: 'DISTRIBUTION',
+        fromLatitude: 37.8044,
+        fromLongitude: -122.2712,
+        fromLocationType: 'VERTICAL_FARM',
+        fromFacilityName: 'Oakland Urban Greens',
+        toLatitude: 37.7849,
+        toLongitude: -122.4094,
+        toLocationType: 'MARKET',
+        toFacilityName: 'Ferry Building Farmers Market',
+        distanceKm: 8.5,
+        durationMinutes: 25,
+        transportMethod: 'ELECTRIC_TRUCK',
+        carbonFootprintKg: 0.51,
+        senderId: users[1].id,
+        receiverId: users[3].id,
+        status: 'DELIVERED',
+        notes: 'Weekly lettuce delivery',
+        eventData: {
+          batchIds: [cropBatch.id],
+          quantityKg: 45,
+          destinationType: 'market',
+        },
+      },
+    }),
+  ]);
+
+  console.log(`Created ${transportEvents.length} transport events`);
+
+  // Create consumer preference
+  console.log('Creating consumer preferences...');
+  await prisma.consumerPreference.create({
+    data: {
+      consumerId: users[2].id,
+      latitude: 37.7849,
+      longitude: -122.4094,
+      maxDeliveryRadiusKm: 15,
+      city: 'San Francisco',
+      region: 'Bay Area',
+      dietaryType: ['vegetarian', 'flexitarian'],
+      allergies: [],
+      dislikes: ['cilantro'],
+      preferredCategories: ['leafy_greens', 'herbs', 'microgreens'],
+      preferredItems: [
+        { produceType: 'Lettuce', category: 'leafy_greens', priority: 'must_have' },
+        { produceType: 'Basil', category: 'herbs', priority: 'preferred' },
+        { produceType: 'Kale', category: 'leafy_greens', priority: 'nice_to_have' },
+      ],
+      certificationPreferences: ['organic', 'local'],
+      freshnessImportance: 5,
+      priceImportance: 3,
+      sustainabilityImportance: 5,
+      deliveryPreferences: {
+        method: ['farmers_market', 'home_delivery'],
+        frequency: 'weekly',
+        preferredDays: ['saturday', 'sunday'],
+      },
+      householdSize: 2,
+      weeklyBudget: 75,
+      currency: 'USD',
+    },
+  });
+
+  console.log('Created consumer preference');
+
+  // Create demand signal
+  console.log('Creating demand signals...');
+  const demandSignal = await prisma.demandSignal.create({
+    data: {
+      centerLat: 37.7849,
+      centerLon: -122.4094,
+      radiusKm: 20,
+      regionName: 'San Francisco Bay Area',
+      periodStart: new Date('2024-05-01'),
+      periodEnd: new Date('2024-05-31'),
+      seasonalPeriod: 'spring',
+      demandItems: [
+        {
+          produceType: 'Butterhead Lettuce',
+          category: 'leafy_greens',
+          weeklyDemandKg: 150,
+          monthlyDemandKg: 600,
+          consumerCount: 45,
+          aggregatePriority: 8,
+          urgency: 'this_week',
+          inSeason: true,
+        },
+        {
+          produceType: 'Sweet Basil',
+          category: 'herbs',
+          weeklyDemandKg: 30,
+          monthlyDemandKg: 120,
+          consumerCount: 32,
+          aggregatePriority: 7,
+          urgency: 'this_week',
+          inSeason: true,
+        },
+      ],
+      totalConsumers: 78,
+      totalWeeklyDemandKg: 180,
+      confidenceLevel: 85,
+      currentSupplyKg: 120,
+      supplyGapKg: 60,
+      supplyStatus: 'SHORTAGE',
+    },
+  });
+
+  console.log('Created demand signal');
+
+  // Create supply commitment
+  console.log('Creating supply commitments...');
+  const supplyCommitment = await prisma.supplyCommitment.create({
+    data: {
+      growerId: users[1].id,
+      produceType: 'Butterhead Lettuce',
+      variety: 'Bibb',
+      committedQuantityKg: 60,
+      availableFrom: new Date('2024-05-28'),
+      availableUntil: new Date('2024-06-15'),
+      pricePerKg: 8.5,
+      currency: 'USD',
+      minimumOrderKg: 2,
+      bulkDiscountThreshold: 20,
+      bulkDiscountPercent: 10,
+      certifications: ['gap', 'local'],
+      freshnessGuaranteeHours: 24,
+      deliveryRadiusKm: 25,
+      deliveryMethods: ['grower_delivery', 'customer_pickup'],
+      status: 'AVAILABLE',
+      remainingKg: 60,
+    },
+  });
+
+  console.log('Created supply commitment');
+
+  // Create market match
+  console.log('Creating market matches...');
+  await prisma.marketMatch.create({
+    data: {
+      consumerId: users[2].id,
+      growerId: users[1].id,
+      demandSignalId: demandSignal.id,
+      supplyCommitmentId: supplyCommitment.id,
+      produceType: 'Butterhead Lettuce',
+      matchedQuantityKg: 4,
+      agreedPricePerKg: 8.5,
+      totalPrice: 34,
+      currency: 'USD',
+      deliveryDate: new Date('2024-05-30'),
+      deliveryMethod: 'farmers_market',
+      deliveryLatitude: 37.7955,
+      deliveryLongitude: -122.3937,
+      deliveryAddress: 'Ferry Building, San Francisco',
+      status: 'CONFIRMED',
+    },
+  });
+
+  console.log('Created market match');
+
+  // Create seasonal plan
+  console.log('Creating seasonal plans...');
+  await prisma.seasonalPlan.create({
+    data: {
+      growerId: users[1].id,
+      year: 2024,
+      season: 'summer',
+      location: {
+        latitude: 37.8044,
+        longitude: -122.2712,
+        hardinessZone: '10a',
+      },
+      growingCapacity: {
+        verticalFarmSqMeters: 400,
+        hydroponicUnits: 5,
+      },
+      plannedCrops: [
+        {
+          produceType: 'Butterhead Lettuce',
+          plantingDate: '2024-06-01',
+          quantity: 500,
+          expectedYieldKg: 75,
+          status: 'planned',
+        },
+        {
+          produceType: 'Sweet Basil',
+          plantingDate: '2024-06-15',
+          quantity: 300,
+          expectedYieldKg: 15,
+          status: 'planned',
+        },
+      ],
+      expectedTotalYieldKg: 90,
+      expectedRevenue: 765,
+      status: 'DRAFT',
+    },
+  });
+
+  console.log('Created seasonal plan');
+
+  // Create audit logs
+  console.log('Creating audit logs...');
+  await Promise.all([
+    prisma.auditLog.create({
+      data: {
+        userId: users[0].id,
+        action: 'CREATE',
+        entityType: 'Plant',
+        entityId: plants[0].id,
+        newValue: { commonName: 'Cherry Tomato', status: 'SPROUTED' },
+        metadata: { source: 'web_app' },
+      },
+    }),
+    prisma.auditLog.create({
+      data: {
+        userId: users[1].id,
+        action: 'CREATE',
+        entityType: 'VerticalFarm',
+        entityId: farm.id,
+        newValue: { name: 'Oakland Urban Greens' },
+        metadata: { source: 'web_app' },
+      },
+    }),
+    prisma.auditLog.create({
+      data: {
+        userId: users[1].id,
+        action: 'UPDATE',
+        entityType: 'CropBatch',
+        entityId: cropBatch.id,
+        previousValue: { status: 'GERMINATING' },
+        newValue: { status: 'GROWING' },
+        metadata: { source: 'automated_agent' },
+      },
+    }),
+  ]);
+
+  console.log('Created audit logs');
+
+  // Create blockchain blocks
+  console.log('Creating blockchain blocks...');
+  await Promise.all([
+    prisma.blockchainBlock.create({
+      data: {
+        index: 0,
+        timestamp: new Date('2024-01-01'),
+        previousHash: '0',
+        hash: '0000000000000000000000000000000000000000000000000000000000000000',
+        nonce: 0,
+        blockType: 'genesis',
+        content: { message: 'LocalGreenChain Genesis Block' },
+      },
+    }),
+    prisma.blockchainBlock.create({
+      data: {
+        index: 1,
+        timestamp: new Date('2024-03-15'),
+        previousHash: '0000000000000000000000000000000000000000000000000000000000000000',
+        hash: '1a2b3c4d5e6f7890abcdef1234567890abcdef1234567890abcdef1234567890',
+        nonce: 42,
+        blockType: 'plant',
+        plantId: plants[0].id,
+        content: {
+          plantId: plants[0].id,
+          commonName: 'Cherry Tomato',
+          action: 'REGISTERED',
+        },
+      },
+    }),
+  ]);
+
+  console.log('Created blockchain blocks');
+
+  // Create resource usage records
+  console.log('Creating resource usage records...');
+  await prisma.resourceUsage.create({
+    data: {
+      farmId: farm.id,
+      periodStart: new Date('2024-05-01'),
+      periodEnd: new Date('2024-05-15'),
+      electricityKwh: 1500,
+      electricityCostUsd: 225,
+      renewablePercent: 60,
+      peakDemandKw: 45,
+      waterUsageL: 3000,
+      waterCostUsd: 15,
+      waterRecycledPercent: 85,
+      co2UsedKg: 20,
+      co2CostUsd: 40,
+      nutrientsUsedL: 50,
+      nutrientCostUsd: 75,
+      kwhPerKgProduce: 25,
+      litersPerKgProduce: 50,
+      costPerKgProduce: 5.92,
+    },
+  });
+
+  console.log('Created resource usage records');
+
+  // Summary
+  console.log('\n=== Seed Complete ===');
+  console.log(`Users: ${users.length}`);
+  console.log(`Plants: ${plants.length + 1}`);
+  console.log(`Seed Batches: ${seedBatches.length}`);
+  console.log(`Vertical Farms: 1`);
+  console.log(`Growing Zones: ${zones.length}`);
+  console.log(`Growing Recipes: 1`);
+  console.log(`Crop Batches: 1`);
+  console.log(`Transport Events: ${transportEvents.length}`);
+  console.log('\nDatabase seeded successfully!');
+}
+
+main()
+  .catch((e) => {
+    console.error('Seed error:', e);
+    process.exit(1);
+  })
+  .finally(async () => {
+    await prisma.$disconnect();
+  });