Regulatory Compliance Python Packages

meok-watermark-attest-mcp

EU AI Act Article 50 watermarking compliance MCP — C2PA, content provenance, deepfake disclosure, AI-content labelling. Hits the November 2026 cliff. By MEOK AI Labs.

glassbox-mech-interp

Open-source EU AI Act Annex IV documentation toolkit. Mechanistic interpretability + circuit discovery for transformers. One function call generates a structured, hash-chained evidence package.

insurance-fairness

Proxy discrimination auditing, discrimination-free pricing, and fairness diagnostics for UK insurance pricing models under FCA Consumer Duty and Equality Act 2010.

regaudit-fhe

Depth-tracked regulatory audit primitives for future FHE-CKKS execution.

tanml

Automated validation toolkit for tabular ML models in finance and regulated domains.

glassbox-mcp

Open-source EU AI Act Annex IV documentation toolkit. Mechanistic interpretability + circuit discovery for transformers. One function call generates a structured, hash-chained evidence package.

xplia

XPLIA - State-of-the-art AI explainability library (2025). Features multimodal explainability, fairwashing detection, uncertainty quantification, and regulatory compliance tools for trustworthy AI systems.