Turning a small AI pilot into everyday work.

A promising pilot does not automatically become part of everyday work. Operation begins by naming who uses it, what information stays current and where people go when it fails.

Record corrections, not only successes

Keep track of what people changed as well as which outputs they accepted. Repeated corrections are a signal to improve the instructions or the source data.

Share the operating decisions

Write down when the workflow continues, when it stops and when it returns to a person. Shared decisions turn a small test into a team practice.