AI Feature Stores
The Silent Model Degradation Crisis: Why Enterprise Backend Teams Must Redesign Multi-Tenant Data Pipeline Contracts Before Q3 2026
There is a ticking clock buried inside most enterprise ML platforms right now, and the majority of backend engineering teams have not heard it yet. It sounds like this: a recommendation model confidently serving stale features. A fraud detection system making decisions on data that is 18 hours old. A