AI assurance

Professional research setting representing review of evidence used in an AI-assisted risk assessment.

Information & Cyber Risk

When AI Drafts the Risk Assessment, Who Owns the Evidence?

AI can accelerate cybersecurity assessments, but leaders still own the evidence, assumptions and approval behind

Illustration of a stack of documents linked by a curved teal bridge to a document on a desk, with a city skyline beyond the window.

Your AI Vendor Has Documentation. Do You Have a Defensible Decision?

AI vendor documentation can inform an approval without proving that a specific business use is

Shield with a check mark and magnifying glass beside connected network lines, illustrating AI assurance.

AI Risk Management

AI Assurance: What Risk & Compliance Teams Should Actually Be Looking For

AI assurance must test whether a system is fit for a consequential decision in its

AI robot beside balance scales marked bias and a security shield

AI Risk Management

AI Bias in Risk Management: A Governance Guide

At a glance The risk: AI-assisted decisions can create unequal outcomes when data, proxies, objectives,

AI Risk Management

The AI Audit Gap: Why Traditional Risk Reviews Fall Short in the Age of Generative AI

By Gary Cheung · 5-minute read At a glance The risk: Traditional control testing can

AI Risk Management

Demystifying AI in Cyber and Tech: What’s Real vs. Hype?

By Gary Cheung · 4-minute read At a glance The risk: Unsupported AI claims can