Human in the loop

AI does the boring 95%. A real Chartered Accountant does the last 5% — and signs off.

The numbers a senior finance manager won't put their name on are the same numbers your auditor will challenge. We don't ship those without judgment.

Where AI alone fails

Five judgment calls a CA still owns.

Materiality

Whether a misstatement matters depends on the business, the period, and the user. Rules of thumb aren't rules.

Related-party

Disclosure depends on relationships that aren't always in the data — beneficial ownership, common control, family links.

Going-concern

An honest assessment needs context the books don't have — backlog, customer concentration, debt covenants.

Estimates

Useful life, residual value, impairment triggers — AI proposes, a CA decides.

Audit-defensibility

Numbers a CA wouldn't defend in front of a Big-4 partner shouldn't ship.

How it works in practice

Three moments where the pipeline pauses and the CA steps in.

Moment 01

The chart of accounts gap.

The Intake agent flagged 47 new bank-side codes the system had never seen. The CA mapped 41 of them in 12 minutes using the dashboard's Fix this → flow; six were genuinely ambiguous and went into a follow-up email to the client. Re-run from RECONCILER onward picked up every mapping. No code change.

Moment 02

The commentary was wrong.

The Reporting agent's draft commentary said gross margin compressed because of cost-of-goods inflation. The CA had spoken to the client the previous week — it was actually a price cut to win a competitive tender. She rewrote the paragraph; the rich-text editor on the consolidated statement saved her version, and the next quarter's re-run preserved it.

Moment 03

The FX rate didn't tie.

The Translation agent used a closing rate the system had cached. The CA cross-checked against the MAS published rate and found a 14-basis-point gap. She overrode the rate on the FX worksheet, and the Eliminations and Reporting agents re-ran with the corrected rate. The audit trail recorded the override.

The team

Senior finance managers — not interns.

Every customer is paired with a named finance manager who reviews every period.

  • Big-4 or established SMP backgrounds
  • ACCA or ISCA Singapore qualified
  • Minimum 6 years of post-qualification experience
  • On the hook for the sign-off — your name doesn't go on a number she didn't review
An AI can post a journal. A senior finance manager decides whether the journal should be posted. The two together are faster than either alone.
Operations lead, Finance AI

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