KAW Labs

Could your AI program survive an audit?

Grant Thornton's 2026 AI Impact Survey found 78% of executives lack strong confidence they could pass an independent AI governance audit within 90 days. Twelve questions, four domains, three minutes. Answer honestly. The score is the diagnosis.

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Strategy and Measurement

Do you have a written AI strategy that has actually been implemented, not just approved?

Does every active AI initiative have a measurement target that decides whether it scales or stops?

Can you name the revenue or cost outcome your AI program produced last quarter?

Board and Governance

Has your board set written expectations for AI governance?

Is AI risk part of ongoing board oversight, not just the initial investment approval?

Is there one named executive accountable for AI outcomes across the organization?

Evidence and Audit Trail

If a customer's security team asked you today to show how your AI made a specific decision last Tuesday, could someone produce it?

Do you keep decision logs, data lineage, and model change history for your production AI systems?

Could you pass an independent AI governance audit within 90 days?

Operations and Incident Readiness

Do you have an AI incident response playbook that has actually been tested, not just written?

Do the people who run your operations agree with the people who built the AI that the workforce is ready for it?

When an AI pilot ends, is there a defined path to production with named owners and dates?