ISO 42001: Security Documentation by Clause
ISO 42001, issued by ISO/IEC in October 2023, is the first international standard for AI management systems. Organizations preparing for certification or pre-audit review commonly have a clear AI poli
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Enterprise AI Governance Guides for Security Teams
Practical guidance for security and GRC practitioners managing shadow AI, framework compliance, and documentation at enterprise scale.
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How Shadow AI Gets Into Organizations
23 AI tools is the average count from early-access scans of organizations joining the platform, with IT holding no formal record of them. These are not isolated policy exceptions. Most entered through
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NIST AI RMF or ISO 42001? Choosing a Framework
Picture an organization starting an AI governance program in January 2023, when NIST published the AI Risk Management Framework. ISO/IEC published ISO 42001 in October of the same year. During the nin
EU AI Act Audit Preparation: Evidence Checklist
The EU AI Act entered into force on August 1, 2024. Article 5 prohibited AI provisions applied from February 2025. Title III high-risk AI obligations apply from August 2, 2026. Organizations placing A
Keeping AI Governance Current Between Audits
In January, your AI governance policy may describe the environment accurately. By December, new tools may be in use, vendors may have added AI features to existing products, and employees may have cha
Starting an AI Governance Function With Practical Constraints
Practitioners building an AI governance function rarely begin with a clean slate and six months to plan. More often, they inherit AI sprawl, receive an audit request with a deadline, and work with hea
AI Risk Management Audit: What Auditors Need
An auditor reviewing AI risk management is testing whether your organization has a working program, not whether every AI system produced the right result. The focus is on whether risks are identified,
Four Recurring Gaps in AI Governance
Early discovery scans often reveal four structural gaps in enterprise AI governance. Each can be addressed incrementally once the gaps are visible.
Integrating AI Governance With GRC Frameworks
Extend your existing GRC tools and processes to manage AI risk, instead of creating a separate governance program beside them.
The Cost of Manual AI Compliance Records
Manual AI evidence work takes hours, while rushed assembly can reduce quality and trigger audit findings.
AI Tool Security Review: A Procurement Checklist
Use a consistent security review before approving an AI tool for employees. This checklist gives procurement and security teams common evaluation criteria.
Building a Current AI Inventory Without Workflow Disruption
Manual AI inventories become liabilities when they need constant updates. Here are lightweight ways to keep yours current.
Mapping NIST AI RMF Functions to Existing Controls
Existing security controls often cover part of NIST AI RMF. This guide identifies the overlap and the AI-specific work that still needs to be built.
How AI Tools Spread
AI tool sprawl usually reflects how knowledge workers adopt software, not simply weak policy. Understanding that pattern is the starting point for practical governance.
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