Quantifying the Transition from AI Pilots to Enterprise Production Establishing Baseline Metrics for Pilot Evaluation Organizations completing AI pilots over the past eighteen months have recorded production transition success rates below forty percent when rigorous baselines are absent. Effective evaluation hinges on quantifiable thresholds such as inference latency below two hundred...