How can an audit firm start with dnl?

Most audit firms start with a focused pilot — a small team, a defined engagement scope, a single audit cycle. The pilot proves out methodology fit, time savings and reviewer acceptance before broader rollout. Implementation and customer success teams support the pilot end-to-end. By the second engagement, the AI has learned the firm’s checklist patterns and the time savings become measurable. By the third engagement, the workflow is normalized.