March 16, 2026 Your AI Models Have an Expiry Date — A Practical Guide to Model Lifecycle Management

Introduction, The Promise I Made In my previous article [1], I explored the maintenance trap in IT, how software systems are more like plants than stones, requiring constant care. I ended with a cliff…