enterprise ai deployment

https://mega-wiki.win/index.php/Building_a_Foundation_for_Reliable_AI_Computing

Enterprise AI deployment is less about flashy demos and more about integrating models into existing infrastructure, handling data pipelines, and ensuring compliance. It often involves containerization with Kubernetes, model versioning, and managing inference costs at scale. The real challenge is bridging the gap between a proof-of-concept and a production system that actually delivers consistent business value.