Independent Rulebase Reliability Engineering
Audit, test, and repair high-stakes decision logic before it fails in production. We expose hidden conflicts, coverage gaps, dead paths, and regression risks in clinical, compliance, finance, and AI-generated rulebases.
Productized Engagements
Tier 1: Diagnostic Audit
A non-intrusive logical verification analyzing structural integrity, conflicts, circularities, and coverage gaps without touching live customer data.
Tier 2: Repair & Hardening Sprint
A collaborative engagement to resolve identified risks, refactor logic paths, and build automated regression test suites pinning correct behaviors.
Tier 3: Validation Prototype
A custom engineering project to embed rule-checking and validation tools directly into your active development pipelines or model governance workflows.