Enterprise agent pilots are stalling because companies are skipping from 'crawl' (chat) to 'run' (autonomous agents) without 'walk' (context, skills, judgment). Even after you can run, you still mostly walk — successful AI use is choosing the right cognitive-stack layer per task. Includes the four-layer Excel example with token costs.
Why enterprise AI agents disappoint (and why the fix is not 'better agents')
