— AI Copilot
TaiMatrix Copilot accelerates the work that consumes audit teams — reading evidence, summarising exceptions, drafting observations and surfacing patterns — while keeping every decision under human review with source citations on every claim.
— Copilot, drafting an observation with reviewer-in-the-loop
Governed AI, not gimmicky AI. Three principles run through every Copilot capability.
01
Reviewer-in-the-loop
Every AI output — summaries, drafts, recommendations — is routed for explicit reviewer approval before it lands in a workpaper. No silent automation, no autonomous publishing.
Approve & insertRefineDiscardReviewer attributionImmutable history
02
Source-cited reasoning
Copilot grounds every claim in the underlying audit data — extracts, exception logs, prior workpapers — and surfaces the exact rows it used. Reviewers can drill from sentence to source.
Evidence citationsException sourcesPrior workpaper recallDrill-to-row
03
Audit-shaped capabilities
Built around the work that consumes audit teams: reading evidence, summarising exceptions, drafting observations and surfacing patterns across business units.
Exception summariesObservation draftingPattern detectionEngagement Q&AReport assistance