evaluation harness

Despite high interest, 89% of AI agent pilots fail to reach production due to scope creep, data access issues, lack of evaluation, unclear ownership, escalating costs, and security concerns. Successful organizations prioritize robust operating models, investing in evaluation, monitoring, and operational staffing over extensive prompt engineering. They also implement phased autonomy and strict ROI checkpoints.