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Responsible AI Governance & Compliance

Advisory articles for launching and operating Responsible AI governance: policy kits, MRM for generative AI, explainability & HITL, incident response, and multi-jurisdictional readiness.

CodeEV-INS-ART-ai-governance
CategoryArticles
PublishedMay 05, 2025
Reading time1 min
Prepared byStratenity Advisory Team
Summary

Advisory articles for launching and operating Responsible AI governance: policy kits, MRM for generative AI, explainability & HITL, incident response, and multi-jurisdictional readiness.

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Article list
Responsible AI Policy Kit in One Week
Cross-Industry

Sprint to ship policies, role assignments, and lightweight controls that unblock delivery.

Model Risk Management for Generative Systems
Finance & Banking

Adapt MRM to LLMs: hazards, testing, monitoring, and change control.

Explainability & Human-in-the-Loop Standards
Healthcare

Decision-use thresholds, escalation paths, and override logging for safe deployment.

AI Incident Response: Detection to Disclosure
Technology & Software

Playbooks for drift, leakage, jailbreaks, and model failures — detection through disclosure.

Regulatory Readiness Across Jurisdictions
Public Sector

Map controls to major frameworks and prepare documentary evidence for global audits.

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