Why agent pilots stall after the demo
A demo proves a model can answer. Production needs owners, evaluation and a route into real systems, and that is where most pilots quietly stop moving.
Read the article: Why agent pilots stall after the demoEngineering
How agents get from demo to production: evaluation, shadow mode, clear ownership and the engineering that keeps them reliable on real work.
Shadow mode before autonomy
Run the agent alongside your team first. Shadow mode records what it would have done, so you can measure accuracy on real work before it is allowed to act.
Read the article: Shadow mode before autonomy