Accounting Letter — Page 3

Auditors struggle to verify governance frameworks where policy and actual systems diverge.

Financial firms are deploying AI faster than regulators can govern it.

Most organizations lack the audit infrastructure to verify what data trained their AI models.

Disaggregated metrics prove discrimination that aggregate accuracy hides.

Testing can't predict how AI systems behave once deployed in the real world.

New certification standard tests AI agents against adversarial attacks, not just policies.

Auditors need to defend AI decisions to regulators, not just understand them.

Auditors must document how AI assists their work, not just that it's used.

Firms are deploying AI faster than governance structures can manage the resulting risks.

Traditional audit misses AI drift, bias, and opacity that new standards must address.

First assurance standard built specifically for autonomous AI agents operating in live systems.