Answers
Adopt one AI-assisted workflow—evidence collection or risk scoring—and demonstrate measurable time savings on a pilot engagement before scaling firm-wide.
Lead with insights from continuous monitoring and pattern analysis; position audits as ongoing risk intelligence, not just annual sign-off.
Start with low-friction wins—automated PBC requests or GL screening—and share results that reduce their burden before introducing broader change.
Combine explainable AI outputs, faster turnaround, and advisory-ready reporting that audit committees can act on between formal engagements.
Monitor utilization, rework rate, client retention, time-to-close, and the percentage of engagements using continuous or AI-assisted testing.
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