Scheduled re-evaluation
Eval suites run on schedule and on every deployment.
Catch model drift before your users do
“The model you evaluated in January is not the model serving traffic in June, and nothing in your stack will tell you.”
Continuous eval pipelines with drift alerts, A/B comparison across versions, and audit-grade promotion gates.
QuratorTech & SaaSBanking & Financial ServicesTelecom & MediaAI Product OwnerQE / Engineering Leader
How we approach it
Drift thresholds
Real-time alerts when quality metrics move.
Promotion gates
No model version promotes without passing its eval battery.
Measured outcomes
↓70%
Drift detection time
50+
Built-in eval metrics
Related use cases