Testworks provides AI data construction and software testing solutions to enhance the reliability and safety of AI systems across various industries. Their services include model development, data validation, and functional safety assessments, enabling faster and more efficient deployment of AI technologies while ensuring compliance with safety standards.
Funding
Funding not disclosed
Founders
Product
Problem
The increasing reliance on AI and machine learning across industries necessitates robust methods for ensuring the reliability, safety, and performance of these systems. Traditional software testing and validation methods are often inadequate for the complexities of AI, leading to potential risks and inefficiencies in deployment.
Solution
Testworks provides comprehensive AI data construction and software testing solutions designed to enhance the safety and reliability of AI systems. Their offerings include AI model development, data validation, AI semiconductor testing, and functional safety assessments, enabling organizations to accelerate the deployment of AI technologies while adhering to stringent safety standards. Testworks leverages AI-powered techniques and human expertise to deliver optimized solutions for AI development, including data consulting, planning, collection, processing, and validation. The company's integrated testing management platform, Tedworks, facilitates efficient testing through automated integration testing, centralized board management, and custom model generation.
Target Audience
Testworks primarily serves organizations across various industries, including automotive, aerospace, construction, and AI semiconductor, that require reliable and safe AI systems.
Features
- AI data construction services for various data types including 2D, 3D, video, audio, and text.
- blackolive solution for building domain-specific AI with 3D data building technology utilizing multi-sensors for automotive, aerospace, defense, and construction industries.
- AI-based data labeling techniques with human-in-the-loop for enhanced data and model quality.
- LLM fine-tuning and model evaluation to boost the efficiency of NLP and LLM projects.
- Tedworks, an integrated testing management platform with automated integration testing and centralized board management.
- AI core technologies in Tedworks including Neural Architecture Search (NAS), Anomaly Detection, sLLM, Retrieval-Augmented Generation (RAG), Supervised Fine Tuning (SFT), and Reinforcement Learning with Human Feedback (RLHF).
- AI·SW Functional Safety Center providing engineering technical advice, R&D support, testing, and V&V (Verification & Validation) for AI〮SW functional safety technology.