Decision evaluation
Accuracy, consistency, and explainability scored per claim category.
Validate claims automation before it denies the wrong claim
“Automated claims decisions are fast — until one wrong denial becomes a regulatory complaint and a headline.”
Claims-specific evaluation suites with explainability checks, drift detection on underwriting models, and obligation mapping for insurance regulators.
How we approach it
Drift detection
Underwriting model behavior tracked across portfolio shifts.
Regulatory mapping
1,400+ insurance obligations pre-mapped in CHEQ.
Measured outcomes
94.2%
SLM F1 on policy document extraction
Audit-ready
Evidence for every automated decision
Related use cases