AI performance measurement in enterprise systems is not a benchmark problem. Generic benchmarks measure what a model can do in controlled test conditions. Enterprise evaluation measures what the model actually does in production — on the specific data types, workflow contexts, and edge cases that the enterprise’s operations generate — and whether that performance meets […]