AI governance audit framework: 30 questions across 6 domains, Canada AIA impact-level estimation, an OSFI E-23 domain, and a 16-KPI blueprint mapping every finding to its regulatory clause. Regulatory architecture and scoring logic mine; Python/Streamlit AI-assisted.
Universal Analytics Engine: a dataset-agnostic BI platform with an embedded model-risk governance layer (PII detection, Canada AIA impact scoring, proxy-bias flags, integrity scorecard) designed around OSFI E-23. Governance architecture mine; Python/Streamlit AI-assisted. Live demo in the About link.
Domain-grounded LLM evaluation harness for regulated industries. LangGraph pipeline with bootstrapped CI gates. OSFI E-23 aligned. Medical & financial domains.
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