You will read what the auditors expected, what they found and the recommendation the audit committee accepted instead. Most of the AI risk in the firm sat in unmanaged tooling, not in the strategic AI programme.
The remediation cost was 11 per cent of the planned strategic AI investment. The board redirected the saving into a tooling-management spine.
“Most of the AI risk in your firm is on a credit card, not on a roadmap.”
The principal-led engagement that followed is in its second year.