How to Run an AI Risk Assessment in 2026
A Step-by-Step Framework for Lean Security Teams
AI governance and risk management guide for security teams — inventory, evaluate, and govern AI without a large security department.
Read the framework
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Most organizations are already using AI.
Few have a clear understanding of where AI is being used, what risks it introduces, or how to govern it effectively.
This practical guide helps security, IT, and compliance leaders identify AI systems, assess risk exposure, understand emerging regulatory requirements, and build a scalable AI governance framework.
WHY THIS GUIDE MATTERS
AI Adoption Is Moving Faster Than Governance
Across every department, employees are adopting AI tools to improve productivity, automate workflows, and accelerate decision-making.
But many organizations still lack:
Visibility into AI usage
Governance policies and ownership
Vendor risk oversight
AI-specific compliance processes
Documentation required for audits and customer reviews
Without a structured approach, AI can introduce security, privacy, operational, and compliance risks that remain hidden until an incident, audit, or customer questionnaire exposes them.
This guide provides a practical framework for getting ahead of those risks.
Download the free guide
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