The RiskTech Journal

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The Reason We Do Not Need Another AI Risk Framework
Autonomous IRM, GRC, IRM Navigator™, IRM Leaders John A. Wheeler Autonomous IRM, GRC, IRM Navigator™, IRM Leaders John A. Wheeler

The Reason We Do Not Need Another AI Risk Framework

Every few weeks, another framework for AI-era risk management arrives. Some come from standards bodies, some from consulting firms, and a growing number from commentators inviting the profession to build one together. Each opens with the same claim: no proven guide exists for the AI era, so here is a fresh set of principles to fill the void.

The claim is wrong, and the error is expensive. Risk, compliance, and governance leaders are not short of frameworks. They are surrounded by them. What the profession actually lacks goes by a different name, and the distinction is the reason Wheelhouse Advisors chose its vocabulary with such care.

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The Two Executives the Risk Technology Market Serves Least

The Two Executives the Risk Technology Market Serves Least

Twelve executives own different aspects of integrated risk management inside the modern enterprise, from the board and the CEO down through the CISO, the CFO, and the chief compliance officer, and today's risks move too fast and cut across too many of those aspects for any one of them to work alone. The newly published 2026 IRM Navigator™ Leadership Persona Guide from Wheelhouse Advisors maps which of sixteen IRM50 vendors actually serve each of those twelve, on evidence rather than marketing. Two seats come back nearly empty. The Chief Legal Officer holds a single Primary-fit vendor across the entire field, with the widest Not Served band of any persona. The Chief Human Resources Officer holds none at all.

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The IRM Vendor Market: What the Major Analyst Firms Won’t or Can’t Tell You

The IRM Vendor Market: What the Major Analyst Firms Won’t or Can’t Tell You

The IRM vendor market spans five segments — GRC, ERM, ORM, TRM, and Risk Management Consulting — but no major analyst firm covers all five in a single research program. Gartner focuses exclusively on Assurance Leaders. Forrester and IDC treat GRC and cybersecurity as separate tracks. The 2025-2026 IRM Navigator™ Vendor Compass from Wheelhouse Advisors is the only research series that evaluates vendors across all five IRM segments using a consistent methodology. This article explains how buyers, investors, and vendors can use the free interactive Vendor Compass Segment Summary to answer the market questions that traditional analyst research leaves unanswered.

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