AI Literacy Training for Boards

Why board AI literacy is different

Most AI literacy content is designed for people who use AI tools. Boards do not use AI tools operationally — they govern the organisations that do. The literacy they need is fundamentally different: it is the ability to exercise informed oversight without technical expertise, to ask questions that management cannot deflect with complexity, and to set a risk appetite that reflects the board's actual responsibilities rather than management's preferences.

The EU AI Act's Article 4 literacy obligation is proportionate to role and risk. For directors, proportionate literacy means governance literacy — sufficient to discharge the oversight obligations the Act and corporate governance principles require. A board that has attended a general AI awareness session has not necessarily met this requirement if the session was focused on tool use rather than governance frameworks.

The gap most boards face is not a lack of interest in AI governance. It is the absence of a structured framework for exercising oversight independently of management. When management presents an AI proposal, the board needs the language and the governance structure to evaluate it — not just to approve it. When an AI incident occurs, the board needs to be able to demonstrate that it exercised substantive oversight, not just that it received updates.

Director liability makes this concrete. The accountability question in an AI failure scenario reaches the board. Directors who can demonstrate they completed AI literacy training calibrated to their governance role, reviewed an AI risk register, asked structured questions of management, and set documented risk appetite are in a categorically different position from those who cannot.

Article 4 and the board's specific obligation

Article 4 of the EU AI Act applied from February 2025. It requires providers and deployers to ensure staff have AI literacy proportionate to their role and to the risk of the AI systems they work with. For boards, this creates an obligation that most organisations have not yet addressed — general employee AI training programmes do not satisfy the board's Article 4 requirement, because the board's role and the literacy required are qualitatively different from those of operational staff.

AI literacy training for boards that is specifically calibrated to the governance role — including the EU AI Act risk framework, director accountability obligations, and structured oversight tools — provides documented evidence of Article 4 compliance at board level. This evidence will be relevant in any regulatory inspection or enforcement scenario post-August 2026.

What the training covers

• EU AI Act risk classification framework and board-level implications
• Director accountability under the EU AI Act — what the obligations are
• Structured questions for evaluating management AI proposals
• AI risk appetite: how to define and communicate it
• What substantive human oversight of AI looks like at board level
• The organisation's AI inventory and risk classification reviewed together
• Evidence of board governance: what regulators expect to see

Delivered by a working NED

Ger Perdisatt is a current Non-Executive Director at Dublin Airport Authority and Tailte Éireann. Board AI literacy training delivered by a working NED speaks the language of the boardroom — it is not a technology consultant explaining governance theory to directors. It is a director presenting governance frameworks to peers.

Former Microsoft COO experience ensures the training reflects how AI systems actually work and what governance actually requires in organisations that have deployed AI at scale. Acuity AI Advisory is vendor-neutral and fixed-fee.

Common questions