Flag drift before it becomes a loss event.
Continuous comparison between a validated baseline and a production model. Silent behavior changes surface early, with the exact evidence a review board needs.
VerifAI Model Watch
Model monitoring for credit and fraud models.
Tracks drift and flags when a production model's behavior has moved away from its validated baseline.
VerifAI Trading Model Watch
Model monitoring for trading and pricing models.
Flags silent behavior drift before it becomes a loss event.
VerifAI Asset Watch
Model monitoring for predictive maintenance.
Turbines, pipelines, and rigs — flagged when a model drifts away from its commissioned baseline.
VerifAI Fleet Watch
Model monitoring for drone fleets.
Flags perception or control models that have drifted from their certified baseline.
VerifAI Fleet Watch (Robotics)
Model monitoring across a robot fleet.
Flags when a deployed policy has drifted from its certified version.
VerifAI Deployment Watch
Model monitoring for production inference.
Flags behavior drift between a certified model version and what is actually running.