The Digital Transformation Agency’s Microsoft 365 Copilot trial shows how a bounded experiment can produce evidence about benefits and limitations. OECD adoption research and UK Government assurance guidance point to an operating model that helps organisations test, scale or stop AI responsibly.
The better question is whether the organisation can show how conflicts are identified, declared, challenged, escalated and evidenced before an external inquiry, regulator or media story exposes the gap.
For boards and management teams, the deeper issue is not the technology headline. It is whether the organisation can clearly evidence how it understands its systems, suppliers, critical processes, data pathways, control environment and escalation triggers.