KPMG and INSEAD launch board AI governance principles

KPMG’s new AI governance principles are likely to hit client meetings with the same questions first: who is accountable for AI decisions, what evidence proves oversight, how model risk is being tracked, and what boards expect to see in reporting. For KPMG’s audit, risk and advisory teams, the message is clear: AI governance has moved from a technical discussion to a boardroom demand.

KPMG International and INSEAD launched AI Governance Principles for Boards on April 14, 2026, as enterprise AI moves from pilots into broader deployment. The framework is grounded in KPMG’s Trusted AI approach and is designed to help boards strengthen oversight without stepping into management, while still asking the right questions about strategy, security, workforce change and trust.

The principles are built around five themes: strategic oversight for long-term value creation, active technology and security oversight, workforce transformation and human accountability, building trustworthy AI, and the work of the board itself. KPMG says nearly three-quarters of boards are perceived to have only moderate or limited AI expertise, which leaves a gap between the speed of adoption and the depth of director understanding. That gap is exactly where internal audit, controls, cybersecurity, data governance and enterprise transformation teams are likely to be pulled in. Clients will want to know how AI is procured, how it is deployed, how it is monitored, and whether the controls can scale as use expands.

The timing also lines up with the pressure already showing up in KPMG’s own Global AI Pulse Q1 2026 survey. In that survey, 64% of organizations said AI has been delivering meaningful business value, while 74% said they are somewhat or greatly concerned about data security, privacy and risk. The survey covered 2,110 senior executives across 20 countries, territories and jurisdictions and eight sectors, suggesting the governance questions are now cross-industry rather than limited to tech-heavy businesses.

INSEAD said the framework was developed with input from a steering committee and advisory council of senior board members, investors, governance experts and AI specialists from both organizations. Named contributors include Annet Aris, Theodoros Evgeniou, Tanmay Dangi, Steve Chase and Samantha Gloede. INSEAD is also tying the launch to its four-day AI for Boards programme in Fontainebleau, which begins June 24, 2026 and is aimed at board chairs, non-executive directors and C-suite leaders. For KPMG teams, the practical read is simple: AI governance is now a repeat board agenda item, and the work will keep landing with the professionals who have to turn principles into controls, evidence and reporting.