AI Operations & Cost
Model Drift
Definition
A change in a model's performance as real-world data, conditions, or usage patterns change.
Why it matters for your business
A system that passed testing at launch may need new examples and monitoring later.
In practice
A ticket classifier starts missing new product issues after the company launches a different service.