Privacy Compliant Predictive Modeling

via “audit trail and prediction logging with compliance tracking”

Enterprise ML deployment with inference graphs and drift detection.

Unique: Implements prediction logging as a native serving-layer capability with configurable backends, enabling audit trails without requiring application-level logging or external logging infrastructure

vs others: More integrated with model serving than generic logging solutions; provides model-specific audit trails without requiring separate compliance tools or data warehouses