If you’ve gone from POC to production - what specific strategies and best practices did you employ to successfully transition AI projects from the pilot or proof-of-concept phase to full-scale production and seamless integration within core business operations?

Gather frequent feedback from your initial users, focusing on understanding their perception of accuracy and the usefulness of the first release. We have found that UX matters a lot in terms of driving scale and usage. It has also been beneficial to trace back low-quality LLM responses to drive improvement.

Agile / Lean all the way.  What corporate KPI might be modified because of this initiative ? What is the clear objective and value that will be generated.  Youmust also define a fail fast framework and fail cheap also.