AI economics

The economics of production AI programs

Estimate value with baseline volume, cycle time, exception rate, adoption curve, and operating cost instead of generic AI claims.

10 lectura mínima

Benchmarks that matter after AI go-live

Track resolution share, reviewer load, exception recovery, unit cost, latency, and quality deltas once the system is live.

8 lectura mínima

AI ROI model worksheet

Worksheet for estimating automation value from volume, cycle time, labor mix, quality lift, and operating cost.

Benchmark instrumentation checklist

Checklist for proving production AI value through measurable throughput, quality, cost, and risk signals.