AI audits rarely fail on technology.They fail when leadership avoids clarity.
Every AI audit eventually forces three questions:
- Who decides when AI is wrong?
- Who can override AI, and under what conditions?
- Who owns the outcome after automation?
When leaders cannot answer these without hesitation,AI becomes a liability, not leverage.
AI exposes how decisions are made under pressure.That is why some organizations resist audits more than implementation.
AI audit is not just a technical assessment. It is a stress test for leadership accountability.