We’ve surveyed over 500 enterprise AI practitioners for the State of Eval Engineering Report, revealing what separates the best-performing AI teams from the rest and uncovering unexpected patterns in how they evaluate, build, and deploy AI systems.

This comprehensive research report examines the critical practices, measurement strategies, and cultural beliefs that drive exceptional outcomes in AI evals and AI reliability.