How much does AI governance cost?

What drives AI governance cost

Four factors determine how much AI governance costs for an Irish organisation. First, the number and complexity of AI systems in use — an organisation using three general-purpose AI tools has simpler governance requirements than one running multiple AI-enabled software platforms across its operations. Second, regulatory exposure — organisations with high-risk AI systems under the EU AI Act face greater compliance obligations, and the cost of meeting those obligations (conformity assessments, technical documentation, human oversight design) is higher. Third, existing governance maturity — organisations with strong general governance frameworks (clear accountability structures, well-documented processes, active board oversight) can build AI governance on that foundation at lower marginal cost. Fourth, the approach — external advisory support costs more upfront than internal build, but often delivers better results faster for organisations without in-house AI expertise.

A proportionate approach to AI governance investment

For most Irish SMEs, the practical starting point — an AI inventory, an AI use policy, a basic risk assessment, and a defined accountability structure — is achievable in a focused engagement. It does not require months of consultancy. A proportionate approach matches the investment to the risk: if an organisation's AI use is minimal and low-risk, a governance foundation is a relatively modest investment. If AI is central to the business and some uses touch high-risk categories, the investment needs to be commensurate with the exposure. What is not proportionate is having no governance at all — the regulatory exposure from EU AI Act non-compliance from August 2026 significantly outweighs the cost of basic governance in any scenario. Acuity AI's fixed-fee engagements are designed to make AI governance accessible for Irish organisations of all sizes, with transparent pricing and clear deliverables.