diff --git a/apps/api/src/modules/transfer/application/__tests__/estimate-from-photos.handler.spec.ts b/apps/api/src/modules/transfer/application/__tests__/estimate-from-photos.handler.spec.ts
new file mode 100644
index 0000000..e638d6c
--- /dev/null
+++ b/apps/api/src/modules/transfer/application/__tests__/estimate-from-photos.handler.spec.ts
@@ -0,0 +1,179 @@
+import type { IClaudeVisionService, VisionAssessmentResult } from '../../infrastructure/services/claude-vision.service';
+import { EstimateFromPhotosCommand } from '../commands/estimate-from-photos/estimate-from-photos.command';
+import { EstimateFromPhotosHandler } from '../commands/estimate-from-photos/estimate-from-photos.handler';
+
+function mockVisionResult(overrides?: Partial<VisionAssessmentResult>): VisionAssessmentResult {
+  return {
+    condition: 'GOOD',
+    conditionConfidence: 0.85,
+    detectedBrand: null,
+    detectedCategory: null,
+    qualityScore: 70,
+    description: 'Ghế sofa tình trạng tốt, ít trầy xước.',
+    ...overrides,
+  };
+}
+
+describe('EstimateFromPhotosHandler', () => {
+  let handler: EstimateFromPhotosHandler;
+  let mockVisionService: { [K in keyof IClaudeVisionService]: ReturnType<typeof vi.fn> };
+
+  beforeEach(() => {
+    mockVisionService = {
+      assessFurnitureCondition: vi.fn(),
+      isAvailable: vi.fn().mockReturnValue(true),
+    };
+
+    handler = new EstimateFromPhotosHandler(
+      mockVisionService as any,
+      { error: vi.fn() } as any,
+    );
+  });
+
+  it('returns vision assessment with pricing estimates', async () => {
+    mockVisionService.assessFurnitureCondition.mockResolvedValue(
+      mockVisionResult({ condition: 'LIKE_NEW', detectedBrand: 'IKEA' }),
+    );
+
+    const command = new EstimateFromPhotosCommand([
+      {
+        imageUrls: ['https://example.com/sofa.jpg'],
+        category: 'FURNITURE',
+        originalPriceVND: 15_000_000,
+        purchaseYear: 2024,
+      },
+    ]);
+
+    const result = await handler.execute(command);
+
+    expect(result.visionAvailable).toBe(true);
+    expect(result.items).toHaveLength(1);
+    expect(result.items[0].visionAssessment.condition).toBe('LIKE_NEW');
+    expect(result.items[0].visionAssessment.detectedBrand).toBe('IKEA');
+    expect(result.items[0].visionAdjustedEstimate).not.toBeNull();
+    expect(result.items[0].ruleBasedEstimate).not.toBeNull();
+  });
+
+  it('returns null pricing when category/price/year not provided', async () => {
+    mockVisionService.assessFurnitureCondition.mockResolvedValue(mockVisionResult());
+
+    const command = new EstimateFromPhotosCommand([
+      { imageUrls: ['https://example.com/chair.jpg'] },
+    ]);
+
+    const result = await handler.execute(command);
+
+    expect(result.items[0].visionAssessment).toBeDefined();
+    expect(result.items[0].ruleBasedEstimate).toBeNull();
+    expect(result.items[0].visionAdjustedEstimate).toBeNull();
+  });
+
+  it('uses Vision-detected category when user did not provide one', async () => {
+    mockVisionService.assessFurnitureCondition.mockResolvedValue(
+      mockVisionResult({ detectedCategory: 'APPLIANCE', condition: 'FAIR' }),
+    );
+
+    const command = new EstimateFromPhotosCommand([
+      {
+        imageUrls: ['https://example.com/washer.jpg'],
+        originalPriceVND: 10_000_000,
+        purchaseYear: 2022,
+      },
+    ]);
+
+    const result = await handler.execute(command);
+
+    // visionAdjustedEstimate should use APPLIANCE category
+    expect(result.items[0].visionAdjustedEstimate).not.toBeNull();
+    // ruleBasedEstimate should be null since no user-provided category
+    expect(result.items[0].ruleBasedEstimate).toBeNull();
+  });
+
+  it('handles multiple items in batch', async () => {
+    mockVisionService.assessFurnitureCondition
+      .mockResolvedValueOnce(mockVisionResult({ condition: 'LIKE_NEW' }))
+      .mockResolvedValueOnce(mockVisionResult({ condition: 'WORN' }));
+
+    const command = new EstimateFromPhotosCommand([
+      {
+        imageUrls: ['https://example.com/item1.jpg'],
+        category: 'FURNITURE',
+        originalPriceVND: 10_000_000,
+        purchaseYear: 2023,
+      },
+      {
+        imageUrls: ['https://example.com/item2.jpg'],
+        category: 'KITCHEN',
+        originalPriceVND: 5_000_000,
+        purchaseYear: 2020,
+      },
+    ]);
+
+    const result = await handler.execute(command);
+
+    expect(result.items).toHaveLength(2);
+    expect(result.items[0].visionAssessment.condition).toBe('LIKE_NEW');
+    expect(result.items[1].visionAssessment.condition).toBe('WORN');
+    expect(mockVisionService.assessFurnitureCondition).toHaveBeenCalledTimes(2);
+  });
+
+  it('reports visionAvailable=false when service unavailable', async () => {
+    mockVisionService.isAvailable.mockReturnValue(false);
+    mockVisionService.assessFurnitureCondition.mockResolvedValue(
+      mockVisionResult({ conditionConfidence: 0.3 }),
+    );
+
+    const command = new EstimateFromPhotosCommand([
+      { imageUrls: ['https://example.com/img.jpg'] },
+    ]);
+
+    const result = await handler.execute(command);
+
+    expect(result.visionAvailable).toBe(false);
+    // Still returns results (fallback)
+    expect(result.items).toHaveLength(1);
+  });
+
+  it('uses Vision-detected brand for pricing adjustment', async () => {
+    mockVisionService.assessFurnitureCondition.mockResolvedValue(
+      mockVisionResult({ detectedBrand: 'Herman Miller', condition: 'GOOD' }),
+    );
+
+    const command = new EstimateFromPhotosCommand([
+      {
+        imageUrls: ['https://example.com/chair.jpg'],
+        category: 'OFFICE_EQUIPMENT',
+        originalPriceVND: 30_000_000,
+        purchaseYear: 2023,
+      },
+    ]);
+
+    const result = await handler.execute(command);
+
+    // Vision-adjusted should use Herman Miller brand multiplier (1.3x)
+    const adjusted = result.items[0].visionAdjustedEstimate;
+    const ruleBased = result.items[0].ruleBasedEstimate;
+    expect(adjusted).not.toBeNull();
+    expect(ruleBased).not.toBeNull();
+    // Herman Miller (premium) should yield higher estimate than no-brand rule-based
+    expect(Number(adjusted!.estimatedPriceVND)).toBeGreaterThan(Number(ruleBased!.estimatedPriceVND));
+  });
+
+  it('passes image data correctly to vision service', async () => {
+    mockVisionService.assessFurnitureCondition.mockResolvedValue(mockVisionResult());
+
+    const command = new EstimateFromPhotosCommand([
+      {
+        imageUrls: ['https://example.com/a.jpg', 'https://example.com/b.jpg'],
+        imageBase64: [{ data: 'base64data', mediaType: 'image/jpeg' }],
+      },
+    ]);
+
+    await handler.execute(command);
+
+    expect(mockVisionService.assessFurnitureCondition).toHaveBeenCalledWith({
+      imageUrls: ['https://example.com/a.jpg', 'https://example.com/b.jpg'],
+      imageBase64: [{ data: 'base64data', mediaType: 'image/jpeg' }],
+    });
+  });
+});
diff --git a/apps/api/src/modules/transfer/application/commands/estimate-from-photos/estimate-from-photos.command.ts b/apps/api/src/modules/transfer/application/commands/estimate-from-photos/estimate-from-photos.command.ts
new file mode 100644
index 0000000..e122356
--- /dev/null
+++ b/apps/api/src/modules/transfer/application/commands/estimate-from-photos/estimate-from-photos.command.ts
@@ -0,0 +1,16 @@
+import type { TransferCategory } from '@prisma/client';
+
+export interface PhotoEstimateItemInput {
+  imageUrls?: string[];
+  imageBase64?: { data: string; mediaType: 'image/jpeg' | 'image/png' | 'image/webp' | 'image/gif' }[];
+  category?: TransferCategory;
+  originalPriceVND?: number;
+  purchaseYear?: number;
+  brand?: string;
+}
+
+export class EstimateFromPhotosCommand {
+  constructor(
+    public readonly items: PhotoEstimateItemInput[],
+  ) {}
+}
diff --git a/apps/api/src/modules/transfer/application/commands/estimate-from-photos/estimate-from-photos.handler.ts b/apps/api/src/modules/transfer/application/commands/estimate-from-photos/estimate-from-photos.handler.ts
new file mode 100644
index 0000000..fac4629
--- /dev/null
+++ b/apps/api/src/modules/transfer/application/commands/estimate-from-photos/estimate-from-photos.handler.ts
@@ -0,0 +1,117 @@
+import { Inject, InternalServerErrorException } from '@nestjs/common';
+import { CommandHandler, ICommandHandler } from '@nestjs/cqrs';
+import type { TransferCategory, TransferCondition } from '@prisma/client';
+import { DomainException, LoggerService } from '@modules/shared';
+import {
+  estimateFurniturePrice,
+  type FurniturePriceEstimate,
+} from '../../../domain/services/furniture-pricing.service';
+import {
+  CLAUDE_VISION_SERVICE,
+  type IClaudeVisionService,
+  type VisionAssessmentResult,
+} from '../../../infrastructure/services/claude-vision.service';
+import { EstimateFromPhotosCommand, type PhotoEstimateItemInput } from './estimate-from-photos.command';
+
+export interface PhotoEstimateItemResult {
+  visionAssessment: VisionAssessmentResult;
+  ruleBasedEstimate: {
+    estimatedPriceVND: string;
+    confidence: number;
+    factors: FurniturePriceEstimate['factors'];
+  } | null;
+  visionAdjustedEstimate: {
+    estimatedPriceVND: string;
+    confidence: number;
+    factors: FurniturePriceEstimate['factors'];
+  } | null;
+}
+
+export interface PhotoEstimateResult {
+  items: PhotoEstimateItemResult[];
+  visionAvailable: boolean;
+}
+
+@CommandHandler(EstimateFromPhotosCommand)
+export class EstimateFromPhotosHandler implements ICommandHandler<EstimateFromPhotosCommand> {
+  constructor(
+    @Inject(CLAUDE_VISION_SERVICE) private readonly visionService: IClaudeVisionService,
+    private readonly logger: LoggerService,
+  ) {}
+
+  async execute(command: EstimateFromPhotosCommand): Promise<PhotoEstimateResult> {
+    try {
+      const visionAvailable = this.visionService.isAvailable();
+      const results: PhotoEstimateItemResult[] = [];
+
+      for (const item of command.items) {
+        const result = await this.assessItem(item);
+        results.push(result);
+      }
+
+      return { items: results, visionAvailable };
+    } catch (error) {
+      if (error instanceof DomainException) throw error;
+      this.logger.error(
+        `Failed to estimate from photos: ${error instanceof Error ? error.message : error}`,
+        error instanceof Error ? error.stack : undefined,
+        this.constructor.name,
+      );
+      throw new InternalServerErrorException('Không thể ước tính giá từ ảnh');
+    }
+  }
+
+  private async assessItem(item: PhotoEstimateItemInput): Promise<PhotoEstimateItemResult> {
+    // Get Vision assessment
+    const visionAssessment = await this.visionService.assessFurnitureCondition({
+      imageUrls: item.imageUrls,
+      imageBase64: item.imageBase64,
+    });
+
+    // Rule-based estimate using user-provided condition (if enough data)
+    const ruleBasedEstimate = this.tryRuleBasedEstimate(
+      item.category,
+      undefined, // no condition override — use default GOOD
+      item.originalPriceVND,
+      item.purchaseYear,
+      item.brand,
+    );
+
+    // Vision-adjusted estimate using Vision-assessed condition
+    const category = visionAssessment.detectedCategory ?? item.category;
+    const brand = visionAssessment.detectedBrand ?? item.brand;
+    const visionAdjustedEstimate = this.tryRuleBasedEstimate(
+      category,
+      visionAssessment.condition,
+      item.originalPriceVND,
+      item.purchaseYear,
+      brand,
+    );
+
+    return { visionAssessment, ruleBasedEstimate, visionAdjustedEstimate };
+  }
+
+  private tryRuleBasedEstimate(
+    category: TransferCategory | undefined,
+    condition: TransferCondition | undefined,
+    originalPriceVND: number | undefined,
+    purchaseYear: number | undefined,
+    brand: string | undefined,
+  ): PhotoEstimateItemResult['ruleBasedEstimate'] {
+    if (!category || !originalPriceVND || !purchaseYear) return null;
+
+    const estimate = estimateFurniturePrice({
+      category,
+      condition: condition ?? 'GOOD',
+      originalPriceVND: BigInt(Math.round(originalPriceVND)),
+      purchaseYear,
+      brand,
+    });
+
+    return {
+      estimatedPriceVND: estimate.estimatedPriceVND.toString(),
+      confidence: estimate.confidence,
+      factors: estimate.factors,
+    };
+  }
+}
diff --git a/apps/api/src/modules/transfer/application/commands/estimate-from-photos/index.ts b/apps/api/src/modules/transfer/application/commands/estimate-from-photos/index.ts
new file mode 100644
index 0000000..f6d94c5
--- /dev/null
+++ b/apps/api/src/modules/transfer/application/commands/estimate-from-photos/index.ts
@@ -0,0 +1,2 @@
+export { EstimateFromPhotosCommand } from './estimate-from-photos.command';
+export { EstimateFromPhotosHandler } from './estimate-from-photos.handler';
diff --git a/apps/api/src/modules/transfer/infrastructure/__tests__/claude-vision.service.spec.ts b/apps/api/src/modules/transfer/infrastructure/__tests__/claude-vision.service.spec.ts
new file mode 100644
index 0000000..3435895
--- /dev/null
+++ b/apps/api/src/modules/transfer/infrastructure/__tests__/claude-vision.service.spec.ts
@@ -0,0 +1,190 @@
+import { ClaudeVisionService } from '../services/claude-vision.service';
+
+// We test the service with mocked Anthropic client
+// The constructor reads CLAUDE_API_KEY from ConfigService
+
+describe('ClaudeVisionService', () => {
+  let service: ClaudeVisionService;
+  let mockConfig: { get: ReturnType<typeof vi.fn> };
+  let mockCache: {
+    getOrSet: ReturnType<typeof vi.fn>;
+  };
+
+  describe('without API key', () => {
+    beforeEach(() => {
+      mockConfig = { get: vi.fn().mockReturnValue(undefined) };
+      mockCache = { getOrSet: vi.fn().mockImplementation(async (_k, loader) => loader()) };
+      service = new ClaudeVisionService(mockConfig as any, mockCache as any);
+    });
+
+    it('reports unavailable when no API key', () => {
+      expect(service.isAvailable()).toBe(false);
+    });
+
+    it('returns fallback assessment when no API key', async () => {
+      const result = await service.assessFurnitureCondition({
+        imageUrls: ['https://example.com/img.jpg'],
+      });
+
+      expect(result.condition).toBe('GOOD');
+      expect(result.conditionConfidence).toBe(0.3);
+      expect(result.description).toContain('không khả dụng');
+    });
+  });
+
+  describe('with API key (mocked client)', () => {
+    let mockCreate: ReturnType<typeof vi.fn>;
+
+    beforeEach(() => {
+      mockConfig = { get: vi.fn().mockReturnValue('test-api-key') };
+      mockCache = { getOrSet: vi.fn().mockImplementation(async (_k, loader) => loader()) };
+      service = new ClaudeVisionService(mockConfig as any, mockCache as any);
+
+      // Replace the private client with a mock
+      mockCreate = vi.fn();
+      (service as any).client = { messages: { create: mockCreate } };
+    });
+
+    it('reports available when API key present', () => {
+      expect(service.isAvailable()).toBe(true);
+    });
+
+    it('parses valid Vision response', async () => {
+      mockCreate.mockResolvedValue({
+        content: [
+          {
+            type: 'text',
+            text: JSON.stringify({
+              condition: 'like-new',
+              conditionConfidence: 0.9,
+              brand: 'IKEA',
+              category: 'furniture',
+              qualityScore: 85,
+              description: 'Ghế sofa IKEA tình trạng rất tốt',
+            }),
+          },
+        ],
+      });
+
+      const result = await service.assessFurnitureCondition({
+        imageUrls: ['https://example.com/sofa.jpg'],
+      });
+
+      expect(result.condition).toBe('LIKE_NEW');
+      expect(result.conditionConfidence).toBe(0.9);
+      expect(result.detectedBrand).toBe('IKEA');
+      expect(result.detectedCategory).toBe('FURNITURE');
+      expect(result.qualityScore).toBe(85);
+    });
+
+    it('maps "poor" condition to WORN', async () => {
+      mockCreate.mockResolvedValue({
+        content: [
+          {
+            type: 'text',
+            text: JSON.stringify({
+              condition: 'poor',
+              conditionConfidence: 0.7,
+              brand: 'unknown',
+              category: 'appliance',
+              qualityScore: 20,
+              description: 'Máy giặt cũ, nhiều vết rỉ sét',
+            }),
+          },
+        ],
+      });
+
+      const result = await service.assessFurnitureCondition({
+        imageUrls: ['https://example.com/washer.jpg'],
+      });
+
+      expect(result.condition).toBe('WORN');
+      expect(result.detectedBrand).toBeNull(); // 'unknown' maps to null
+      expect(result.detectedCategory).toBe('APPLIANCE');
+    });
+
+    it('returns fallback on API error', async () => {
+      mockCreate.mockRejectedValue(new Error('API timeout'));
+
+      const result = await service.assessFurnitureCondition({
+        imageUrls: ['https://example.com/img.jpg'],
+      });
+
+      expect(result.condition).toBe('GOOD');
+      expect(result.conditionConfidence).toBe(0.3);
+    });
+
+    it('returns fallback on invalid JSON response', async () => {
+      mockCreate.mockResolvedValue({
+        content: [{ type: 'text', text: 'This is not valid JSON at all' }],
+      });
+
+      const result = await service.assessFurnitureCondition({
+        imageUrls: ['https://example.com/img.jpg'],
+      });
+
+      expect(result.condition).toBe('GOOD');
+      expect(result.conditionConfidence).toBe(0.3);
+    });
+
+    it('returns fallback when no images provided', async () => {
+      const result = await service.assessFurnitureCondition({});
+
+      expect(result.condition).toBe('GOOD');
+      expect(mockCreate).not.toHaveBeenCalled();
+    });
+
+    it('clamps confidence and quality score to valid ranges', async () => {
+      mockCreate.mockResolvedValue({
+        content: [
+          {
+            type: 'text',
+            text: JSON.stringify({
+              condition: 'good',
+              conditionConfidence: 1.5, // over 1
+              brand: 'unknown',
+              category: 'furniture',
+              qualityScore: 150, // over 100
+              description: 'Test',
+            }),
+          },
+        ],
+      });
+
+      const result = await service.assessFurnitureCondition({
+        imageUrls: ['https://example.com/img.jpg'],
+      });
+
+      expect(result.conditionConfidence).toBe(1);
+      expect(result.qualityScore).toBe(100);
+    });
+
+    it('sends image content to Claude API correctly', async () => {
+      mockCreate.mockResolvedValue({
+        content: [{ type: 'text', text: '{"condition":"good","conditionConfidence":0.8,"brand":"unknown","category":"furniture","qualityScore":70,"description":"OK"}' }],
+      });
+
+      await service.assessFurnitureCondition({
+        imageUrls: ['https://example.com/a.jpg'],
+        imageBase64: [{ data: 'abc123', mediaType: 'image/jpeg' }],
+      });
+
+      expect(mockCreate).toHaveBeenCalledWith(
+        expect.objectContaining({
+          model: expect.any(String),
+          max_tokens: 1024,
+          messages: [
+            {
+              role: 'user',
+              content: expect.arrayContaining([
+                expect.objectContaining({ type: 'image', source: expect.objectContaining({ type: 'url' }) }),
+                expect.objectContaining({ type: 'image', source: expect.objectContaining({ type: 'base64' }) }),
+                expect.objectContaining({ type: 'text' }),
+              ]),
+            },
+          ],
+        }),
+      );
+    });
+  });
+});
diff --git a/apps/api/src/modules/transfer/infrastructure/services/claude-vision.service.ts b/apps/api/src/modules/transfer/infrastructure/services/claude-vision.service.ts
new file mode 100644
index 0000000..000d91a
--- /dev/null
+++ b/apps/api/src/modules/transfer/infrastructure/services/claude-vision.service.ts
@@ -0,0 +1,235 @@
+import { createHash } from 'crypto';
+import Anthropic from '@anthropic-ai/sdk';
+import { Injectable, Logger } from '@nestjs/common';
+import { type ConfigService } from '@nestjs/config';
+import type { TransferCategory, TransferCondition } from '@prisma/client';
+import { CachePrefix, type CacheService } from '@modules/shared';
+
+export interface VisionAssessmentInput {
+  imageUrls?: string[];
+  imageBase64?: { data: string; mediaType: 'image/jpeg' | 'image/png' | 'image/webp' | 'image/gif' }[];
+}
+
+export interface VisionAssessmentResult {
+  condition: TransferCondition;
+  conditionConfidence: number;
+  detectedBrand: string | null;
+  detectedCategory: TransferCategory | null;
+  qualityScore: number; // 0-100
+  description: string;
+}
+
+export const CLAUDE_VISION_SERVICE = Symbol('CLAUDE_VISION_SERVICE');
+
+export interface IClaudeVisionService {
+  assessFurnitureCondition(input: VisionAssessmentInput): Promise<VisionAssessmentResult>;
+  isAvailable(): boolean;
+}
+
+@Injectable()
+export class ClaudeVisionService implements IClaudeVisionService {
+  private readonly logger = new Logger(ClaudeVisionService.name);
+  private readonly client: Anthropic | null;
+  private readonly model = 'claude-sonnet-4-20250514';
+
+  constructor(
+    private readonly config: ConfigService,
+    private readonly cache: CacheService,
+  ) {
+    const apiKey = this.config.get<string>('CLAUDE_API_KEY');
+    this.client = apiKey ? new Anthropic({ apiKey }) : null;
+
+    if (!this.client) {
+      this.logger.warn('CLAUDE_API_KEY not configured — Vision assessment will use fallback.');
+    }
+  }
+
+  isAvailable(): boolean {
+    return this.client !== null;
+  }
+
+  async assessFurnitureCondition(input: VisionAssessmentInput): Promise<VisionAssessmentResult> {
+    const cacheKey = this.buildCacheKey(input);
+    const cached = await this.tryGetCached(cacheKey);
+    if (cached) return cached;
+
+    if (!this.client) {
+      return this.fallbackAssessment();
+    }
+
+    try {
+      const imageContent = this.buildImageContent(input);
+      if (imageContent.length === 0) {
+        return this.fallbackAssessment();
+      }
+
+      const response = await this.client.messages.create({
+        model: this.model,
+        max_tokens: 1024,
+        system: SYSTEM_PROMPT,
+        messages: [
+          {
+            role: 'user',
+            content: [
+              ...imageContent,
+              { type: 'text', text: USER_PROMPT },
+            ],
+          },
+        ],
+      });
+
+      const text = response.content
+        .filter((block): block is Anthropic.TextBlock => block.type === 'text')
+        .map((block) => block.text)
+        .join('');
+
+      const result = this.parseAssessment(text);
+      await this.cacheResult(cacheKey, result);
+      return result;
+    } catch (error) {
+      this.logger.error(
+        `Claude Vision API error: ${error instanceof Error ? error.message : 'Unknown'}`,
+        error instanceof Error ? error.stack : undefined,
+      );
+      return this.fallbackAssessment();
+    }
+  }
+
+  private buildImageContent(
+    input: VisionAssessmentInput,
+  ): Anthropic.Messages.ImageBlockParam[] {
+    const blocks: Anthropic.Messages.ImageBlockParam[] = [];
+
+    if (input.imageUrls) {
+      for (const url of input.imageUrls.slice(0, 4)) {
+        blocks.push({
+          type: 'image',
+          source: { type: 'url', url },
+        });
+      }
+    }
+
+    if (input.imageBase64) {
+      for (const img of input.imageBase64.slice(0, 4)) {
+        blocks.push({
+          type: 'image',
+          source: {
+            type: 'base64',
+            media_type: img.mediaType,
+            data: img.data,
+          },
+        });
+      }
+    }
+
+    return blocks.slice(0, 4); // Claude max 4 images per request
+  }
+
+  private parseAssessment(text: string): VisionAssessmentResult {
+    try {
+      const jsonMatch = text.match(/\{[\s\S]*\}/);
+      if (!jsonMatch) return this.fallbackAssessment();
+
+      const parsed = JSON.parse(jsonMatch[0]) as Record<string, unknown>;
+
+      const condition = this.mapCondition(parsed['condition'] as string);
+      const conditionConfidence = Math.max(0, Math.min(1, Number(parsed['conditionConfidence']) || 0.5));
+      const detectedBrand = typeof parsed['brand'] === 'string' && parsed['brand'] !== 'unknown'
+        ? parsed['brand']
+        : null;
+      const detectedCategory = this.mapCategory(parsed['category'] as string);
+      const qualityScore = Math.max(0, Math.min(100, Math.round(Number(parsed['qualityScore']) || 50)));
+      const description = typeof parsed['description'] === 'string'
+        ? parsed['description']
+        : 'Không có mô tả';
+
+      return { condition, conditionConfidence, detectedBrand, detectedCategory, qualityScore, description };
+    } catch {
+      this.logger.warn('Failed to parse Vision response, using fallback');
+      return this.fallbackAssessment();
+    }
+  }
+
+  private mapCondition(raw: string | undefined): TransferCondition {
+    const map: Record<string, TransferCondition> = {
+      new: 'NEW',
+      'like-new': 'LIKE_NEW',
+      like_new: 'LIKE_NEW',
+      good: 'GOOD',
+      fair: 'FAIR',
+      poor: 'WORN',
+      worn: 'WORN',
+    };
+    return map[raw?.toLowerCase() ?? ''] ?? 'GOOD';
+  }
+
+  private mapCategory(raw: string | undefined): TransferCategory | null {
+    const map: Record<string, TransferCategory> = {
+      furniture: 'FURNITURE',
+      appliance: 'APPLIANCE',
+      office_equipment: 'OFFICE_EQUIPMENT',
+      kitchen: 'KITCHEN',
+      premises: 'PREMISES',
+      full_unit: 'FULL_UNIT',
+    };
+    return map[raw?.toLowerCase() ?? ''] ?? null;
+  }
+
+  private fallbackAssessment(): VisionAssessmentResult {
+    return {
+      condition: 'GOOD',
+      conditionConfidence: 0.3,
+      detectedBrand: null,
+      detectedCategory: null,
+      qualityScore: 50,
+      description: 'Đánh giá AI không khả dụng — sử dụng giá trị mặc định.',
+    };
+  }
+
+  private buildCacheKey(input: VisionAssessmentInput): string {
+    const hash = createHash('sha256');
+    if (input.imageUrls) hash.update(input.imageUrls.sort().join('|'));
+    if (input.imageBase64) hash.update(input.imageBase64.map((i) => i.data.slice(0, 64)).join('|'));
+    return `${CachePrefix.VALUATION}:vision:${hash.digest('hex').slice(0, 16)}`;
+  }
+
+  private async tryGetCached(key: string): Promise<VisionAssessmentResult | null> {
+    try {
+      return await this.cache.getOrSet<VisionAssessmentResult | null>(
+        key,
+        () => Promise.resolve(null),
+        0, // TTL 0 = just try to GET, don't set
+        'vision_assessment',
+      );
+    } catch {
+      return null;
+    }
+  }
+
+  private async cacheResult(key: string, result: VisionAssessmentResult): Promise<void> {
+    try {
+      await this.cache.getOrSet(
+        key,
+        () => Promise.resolve(result),
+        3600, // Cache for 1 hour
+        'vision_assessment',
+      );
+    } catch {
+      // Cache failure is non-critical
+    }
+  }
+}
+
+const SYSTEM_PROMPT = `You are a furniture and home appliance condition assessor for a Vietnamese real estate transfer marketplace.
+Analyze the provided images and assess the item's condition for pricing purposes.
+Respond ONLY with a JSON object — no markdown, no explanation outside the JSON.`;
+
+const USER_PROMPT = `Assess the furniture/appliance in these images. Return a JSON object with EXACTLY these fields:
+{
+  "condition": "new" | "like-new" | "good" | "fair" | "poor",
+  "conditionConfidence": 0.0-1.0,
+  "brand": "detected brand name or unknown",
+  "category": "furniture" | "appliance" | "office_equipment" | "kitchen" | "premises" | "full_unit",
+  "qualityScore": 0-100,
+  "description": "Brief Vietnamese description of the item's condition and notable features"
+}`;
diff --git a/apps/api/src/modules/transfer/presentation/controllers/transfer.controller.ts b/apps/api/src/modules/transfer/presentation/controllers/transfer.controller.ts
index f4a4e00..433512e 100644
--- a/apps/api/src/modules/transfer/presentation/controllers/transfer.controller.ts
+++ b/apps/api/src/modules/transfer/presentation/controllers/transfer.controller.ts
@@ -2,14 +2,16 @@ import { Body, Controller, Get, Param, Patch, Post, Query, UseGuards } from '@ne
 import { type CommandBus, type QueryBus } from '@nestjs/cqrs';
 import { ApiBearerAuth, ApiOperation, ApiResponse, ApiTags } from '@nestjs/swagger';
 import { JwtAuthGuard, CurrentUser } from '@modules/auth';
-import { NotFoundException } from '@modules/shared';
+import { EndpointRateLimit, EndpointRateLimitGuard, NotFoundException } from '@modules/shared';
 import { CreateTransferListingCommand } from '../../application/commands/create-transfer-listing/create-transfer-listing.command';
+import { EstimateFromPhotosCommand } from '../../application/commands/estimate-from-photos/estimate-from-photos.command';
 import { EstimateTransferPricesCommand } from '../../application/commands/estimate-transfer-prices/estimate-transfer-prices.command';
 import { UpdateTransferListingCommand } from '../../application/commands/update-transfer-listing/update-transfer-listing.command';
 import { GetTransferListingQuery } from '../../application/queries/get-transfer-listing/get-transfer-listing.query';
 import { ListTransferListingsQuery } from '../../application/queries/list-transfer-listings/list-transfer-listings.query';
 import { TransferStatsQuery } from '../../application/queries/transfer-stats/transfer-stats.query';
 import { type CreateTransferListingDto } from '../dto/create-transfer-listing.dto';
+import { type EstimateFromPhotosDto } from '../dto/estimate-from-photos.dto';
 import { type EstimateTransferPricesDto } from '../dto/estimate-transfer-prices.dto';
 import { type SearchTransferListingsDto } from '../dto/search-transfer-listings.dto';
 import { type UpdateTransferListingDto } from '../dto/update-transfer-listing.dto';
@@ -72,6 +74,21 @@ export class TransferController {
     );
   }
 
+  @ApiOperation({
+    summary: 'Ước tính giá từ ảnh (AI Vision)',
+    description: 'Sử dụng Claude Vision để đánh giá tình trạng nội thất từ ảnh, kết hợp với công cụ định giá rule-based',
+  })
+  @ApiResponse({ status: 200, description: 'Kết quả đánh giá tình trạng và ước tính giá' })
+  @ApiResponse({ status: 429, description: 'Rate limit exceeded' })
+  @EndpointRateLimit({ limit: 5, windowSeconds: 60, keyStrategy: 'ip' })
+  @UseGuards(EndpointRateLimitGuard)
+  @Post('estimate-from-photos')
+  async estimateFromPhotos(@Body() dto: EstimateFromPhotosDto) {
+    return this.commandBus.execute(
+      new EstimateFromPhotosCommand(dto.items),
+    );
+  }
+
   // ── Authenticated endpoints ───────────────────────────────────────
 
   @ApiOperation({ summary: 'Tạo tin sang nhượng', description: 'Đăng tin sang nhượng mới' })
diff --git a/apps/api/src/modules/transfer/presentation/dto/estimate-from-photos.dto.ts b/apps/api/src/modules/transfer/presentation/dto/estimate-from-photos.dto.ts
new file mode 100644
index 0000000..1609aa6
--- /dev/null
+++ b/apps/api/src/modules/transfer/presentation/dto/estimate-from-photos.dto.ts
@@ -0,0 +1,72 @@
+import { ApiProperty, ApiPropertyOptional } from '@nestjs/swagger';
+import { TransferCategory } from '@prisma/client';
+import { Type } from 'class-transformer';
+import {
+  ArrayMaxSize,
+  IsArray,
+  IsEnum,
+  IsInt,
+  IsNumber,
+  IsOptional,
+  IsString,
+  IsUrl,
+  ValidateNested,
+} from 'class-validator';
+
+export class ImageBase64Dto {
+  @ApiProperty({ description: 'Base64-encoded image data' })
+  @IsString()
+  data!: string;
+
+  @ApiProperty({ enum: ['image/jpeg', 'image/png', 'image/webp', 'image/gif'] })
+  @IsString()
+  mediaType!: 'image/jpeg' | 'image/png' | 'image/webp' | 'image/gif';
+}
+
+export class PhotoEstimateItemDto {
+  @ApiPropertyOptional({ description: 'Image URLs to assess', type: [String] })
+  @IsOptional()
+  @IsArray()
+  @IsUrl({}, { each: true, message: 'URL ảnh không hợp lệ' })
+  @ArrayMaxSize(4, { message: 'Tối đa 4 ảnh mỗi item' })
+  imageUrls?: string[];
+
+  @ApiPropertyOptional({ description: 'Base64-encoded images', type: [ImageBase64Dto] })
+  @IsOptional()
+  @IsArray()
+  @ValidateNested({ each: true })
+  @Type(() => ImageBase64Dto)
+  @ArrayMaxSize(4, { message: 'Tối đa 4 ảnh mỗi item' })
+  imageBase64?: ImageBase64Dto[];
+
+  @ApiPropertyOptional({ enum: TransferCategory, description: 'Danh mục (nếu biết)' })
+  @IsOptional()
+  @IsEnum(TransferCategory)
+  category?: TransferCategory;
+
+  @ApiPropertyOptional({ description: 'Giá mua ban đầu (VND)' })
+  @IsOptional()
+  @IsNumber()
+  @Type(() => Number)
+  originalPriceVND?: number;
+
+  @ApiPropertyOptional({ description: 'Năm mua' })
+  @IsOptional()
+  @IsInt()
+  @Type(() => Number)
+  purchaseYear?: number;
+
+  @ApiPropertyOptional({ description: 'Thương hiệu (nếu biết)' })
+  @IsOptional()
+  @IsString()
+  brand?: string;
+}
+
+export class EstimateFromPhotosDto {
+  @ApiProperty({ type: [PhotoEstimateItemDto], description: 'Items to assess from photos' })
+  @IsArray()
+  @ValidateNested({ each: true })
+  @Type(() => PhotoEstimateItemDto)
+  @ArrayMaxSize(5, { message: 'Tối đa 5 items mỗi lần đánh giá' })
+  items!: PhotoEstimateItemDto[];
+}
diff --git a/apps/api/src/modules/transfer/transfer.module.ts b/apps/api/src/modules/transfer/transfer.module.ts
index aecdc67..5bd78d4 100644
--- a/apps/api/src/modules/transfer/transfer.module.ts
+++ b/apps/api/src/modules/transfer/transfer.module.ts
@@ -2,6 +2,7 @@ import { Module } from '@nestjs/common';
 import { CqrsModule } from '@nestjs/cqrs';
 import { SearchModule } from '@modules/search';
 import { CreateTransferListingHandler } from './application/commands/create-transfer-listing/create-transfer-listing.handler';
+import { EstimateFromPhotosHandler } from './application/commands/estimate-from-photos/estimate-from-photos.handler';
 import { EstimateTransferPricesHandler } from './application/commands/estimate-transfer-prices/estimate-transfer-prices.handler';
 import { UpdateTransferListingHandler } from './application/commands/update-transfer-listing/update-transfer-listing.handler';
 import { GetTransferListingHandler } from './application/queries/get-transfer-listing/get-transfer-listing.handler';
@@ -9,11 +10,13 @@ import { ListTransferListingsHandler } from './application/queries/list-transfer
 import { TransferStatsHandler } from './application/queries/transfer-stats/transfer-stats.handler';
 import { TRANSFER_LISTING_REPOSITORY } from './domain/repositories/transfer-listing.repository';
 import { PrismaTransferListingRepository } from './infrastructure/repositories/prisma-transfer-listing.repository';
+import { CLAUDE_VISION_SERVICE, ClaudeVisionService } from './infrastructure/services/claude-vision.service';
 import { TypesenseTransferService } from './infrastructure/services/typesense-transfer.service';
 import { TransferController } from './presentation/controllers/transfer.controller';
 
 const CommandHandlers = [
   CreateTransferListingHandler,
+  EstimateFromPhotosHandler,
   EstimateTransferPricesHandler,
   UpdateTransferListingHandler,
 ];
@@ -29,6 +32,7 @@ const QueryHandlers = [
   controllers: [TransferController],
   providers: [
     { provide: TRANSFER_LISTING_REPOSITORY, useClass: PrismaTransferListingRepository },
+    { provide: CLAUDE_VISION_SERVICE, useClass: ClaudeVisionService },
     TypesenseTransferService,
     ...CommandHandlers,
     ...QueryHandlers,