Company Profile
Chongqing Muchen AI Technology Co., Ltd.
Chongqing Muchen AI Technology Co., Ltd. (Muchen AI) is a data intelligence services company serving model companies and enterprise customers. Founded on February 27, 2024, the company operates in the software and information technology services industry and has been recognized as a technology-based small and medium-sized enterprise and a high-tech enterprise.
Development History
February 27, 2024 · Company Established
Chongqing Muchen AI Technology Co., Ltd. was established.
April 2025 · Capital Increase and Intellectual Property Development
The company increased its registered capital from RMB 1 million to RMB 3 million and obtained software copyrights covering data annotation, data acquisition and processing, quality optimization, data analysis, and visualization.
Business Overview
The company operates across three areas: engineered data delivery, model capability definition and evaluation, and enterprise data intelligence implementation.
Engineered Data Delivery
Muchen AI organizes task definition, expert production, quality governance, version management, evaluation feedback, and customer acceptance for complex AI systems across text, code and reasoning, images, video, speech, and multilingual data.
Model Capability Definition and Evaluation
Starting from capability gaps and failure modes, Muchen AI designs benchmarks, rubrics, verifiers, and regression validation for general-purpose models, vertical models, and AI agents.
Enterprise Data Intelligence Implementation
Muchen AI turns enterprise processes, data, knowledge, and responsibility boundaries into deployable, governable, and sustainable intelligent workflows through scenario diagnosis, knowledge and data engineering, AI workflow design, implementation collaboration, and outcome validation.
Operating Model
Long-Horizon AI Data Operations
Muchen AI uses this term for long-cycle data engineering and evaluation operations for complex AI systems, spanning multiple model iterations while continuously managing task rules, data production, quality, versions, evaluation feedback, and acceptance evidence.
FDE Delivery Collaboration
For complex projects, Muchen AI connects customer context, expert judgment, technical implementation, and delivery operations through an FDE accountability model, with outcomes validated through baselines, rubrics, human approval points, quality gates, and stop conditions.
Company Information
- Company Name
- Chongqing Muchen AI Technology Co., Ltd.
- Brand
- Muchen AI
- Established
- February 27, 2024
- Legal Representative
- Liu Yu
- Registered Capital
- RMB 3 million
- Industry
- Software and information technology services
- Qualifications
- Technology-based SME and high-tech enterprise
- Primary Business
- Engineered data delivery, model capability definition and evaluation, and enterprise data intelligence implementation
Enterprise Information
Company Scale
As of August 2026, the company had more than 1,000 employees.
Intellectual Property
The company has registered multiple software copyrights covering data annotation, data acquisition and processing, data cleaning and integration, quality optimization, data analysis, and visualization.
Enterprise Qualifications
The company has been recognized as a technology-based small and medium-sized enterprise and a high-tech enterprise.
Office Address
22F, Building A, Hanguo Center, No. 85 Jinyu Avenue, Yuanyang Street, Liangjiang New Area, Chongqing, China.