Frontier Radar #2: Why AI productivity gets lost between benchmarks and the balance sheet

Studies show AI yields clear task-level productivity gains in customer service, writing and coding.

Field experiments find individual time savings but not consistent changes in overall company work patterns.

Agent and end-to-end benchmarks report low first-pass or full-task success rates for long, open-ended workflows.