Decision Provenance Tracking
Track full decision provenance from source data, through every transformation, model inference, rule application, and human review, to final output — creating an unbroken chain of custody.
Signed immutable logs tying outputs to source material
Model version and data version tracking per decision
GDPR Article 22 automated decision-making compliance
Right to human intervention and contestation support
Inline Policy Checks
Encode regulatory requirements as executable checks that run inline with business workflows — not as after-the-fact audits. Every decision, not just a sample.
Fair lending (ECOA), discrimination (NAIC), minimization (GDPR)
Continuous bias detection with circuit breakers
Policy versioning with decision-to-version tracking
Automated alerting when compliance thresholds breach
Institution-Ready Packages
Automatically assemble audit packages with decision records, data lineage, model performance reports, compliance certificates, and exception logs.
NAIC annual AI report generation
EU AI Act conformity documentation
OCC/Fed model risk management packages
Board-level governance dashboards and reporting
Continuous Monitoring & Drift Detection
Monitor for model drift, bias drift, and performance degradation that could cause compliance violations — with automated Data Protection Impact Assessments.
Data drift and concept drift detection pipelines
Automated DPIA (GDPR Art. 35) and FRIA (EU AI Act Art. 27)
Living documentation that updates as systems evolve
Three Lines of Defense model for AI governance