AITraceLab

AITraceLab is a Singapore-based AI consultancy founded in 2026 that specializes in evaluating and improving AI agents within their actual operating environments. The company helps organizations assess agentic systems using internal datasets and production traces, measuring qualities such as groundedness, efficiency, adaptability, and goal alignment. AITraceLab works with sensitive production data under NDA and offers strategy services to compare models, frameworks, and configurations while monitoring performance over time.