- Before
- Finds the problem eleven months after the money is gone, from a sample of schools and their binders.
- Now
- Reads each club's month as rows of dominoes, decides only on the gaps, and approves every finding with a reason code the month it happens.
One school's student activity funds, from the club vote to a signed corrective action
Tuesday, November 10, 2026: the October close at Marlow Bay Unified School District, 62 schools and 1,140 club accounts. Here is what happens to Ferncastle Middle School's month, screen by screen, in the working solution.
- 01Overnight
The whole district's October, read before the office opens
Eight agentsThe agents read all 4,310 October transactions in 62 schools and found 37 gaps in 19 schools; 43 schools are clean and 6 findings are drafted and waiting. The bank statement feed for 3 schools arrived late, so the agents re-read those schools' deposits at 6:42 AM and nothing was missed.
Ferncastle Middle School: 2 findings drafted and waiting for you.
- 02Morning
Every club payment as a row of dominoes
Naomi Brandt · Internal auditorFerncastle's 21 club accounts run down the left with their gap counts: Club de Folklórico has 2, the Robotics Club 1. Each payment is a row of six dominoes in the order money should move — club vote, advisor, principal, purchase order, receipt, payment — and each deposit has its own row, from the fundraiser's approval to the posting.
- 03One click
The club vote, in the students' Spanish, beside the English
Minutes agentNaomi opens the club-vote domino. The September 18 minutes, typed in Spanish by the student secretary, say "se aprobó gastar hasta $1,000 en vestuario", beside the English reading "approved spending up to $1,000 on costumes": 14 in favor, 0 against, page 1, motion 1, confidence 0.96. Student names show as Student 1 · president, Student 2 · treasurer.
- 04The receipt
$240 the students never voted on
Minutes agentCheck 4417 paid Tlalli Costume Works $1,240 on October 6: invoice TCW-2219, 12 skirts at $85, 12 hair ribbons at $10 and $100 shipping. The advisor's requisition, the principal's approval and PO-FMS-0931 were all written for $1,240, so every approval was there — but the vote was for $1,000.
$240 over the club vote of up to $1,000.
- 05Money in
The same name on both counter lines
Segregation agentThe September 22 tamale sale sold 463 tamales at $5, $2,315, matched by the deposit and the bank credit. But the cash count sheet names Lucía Ortega as counter and as second counter, and she prepared and delivered the deposit herself. The agent read the names and signature lines on the sheet and the slip, at confidence 0.93, not the user who posted the deposit.
Never accuses anyone: it shows the evidence and a person decides.
- 068:31 AM
A corrective action drafted, with the evidence attached
Drafting agent, then Jonah Price · Staff auditorThe Drafting agent wrote CA-FMS-2026-10 with two findings — the costume purchase over the club vote and the one-person cash count — each as condition, criteria, cause, effect and fix, citing the minutes, the invoice, the count sheet and deposit slip 0923-114. Jonah prepared it at 8:52 AM. Approve stays locked until Naomi picks a reason code, and the person who prepares a finding can never approve it.
- 0710:05 AM
Approved with reason codes, acknowledged with a plan
Gloria Paredes · Principal, Ferncastle Middle SchoolNaomi approved at 9:38 AM with AF-02 · Spending over the club vote and AF-05 · One person counted and deposited, and sent it at 9:41 AM. Gloria chooses her plan: the club votes on the extra $240 at its November 19 meeting, and from today two people count all cash collected and the bookkeeper makes the deposit. The plan is due November 24, 2026.
- 0810 school days
Every corrective action on a clock
Close coordinatorPrincipals acknowledge within 10 school days; on day 11 the action escalates to the Assistant Superintendent for Business. Ferncastle's action shows as acknowledged; across the district 7 actions are open, 2 of them overdue, and reminders go to several principals in one action.
- 09Drawn at close
The external auditor's sample, already tested
Sampling agentAt 5:58 AM the Sampling agent drew 75 October transactions, 45 at random by school size and 30 weighted by risk, with seed 20261101-4417 logged so anyone can draw it again. 52 are tested and the 4 exceptions — Ferncastle's check 4417 among them — are now findings. A redraw needs a written reason.
- 10Audit-ready
Every step on one trail, and a pack to export
Priya Natarajan · External auditorThe trail runs from the Document reader's 9,184 October documents at 4:30 AM to Gloria's acknowledgement at 10:05 AM, people and agents alike, and is never edited. Priya reads and exports the pack, redacted by default, and can change nothing.