Before the hire was signed, the CEO was asked what the CFO actually needed to do. The answer was a list of outputs, checks and decisions. That list became the build plan.
The workflow map
The company needed management accounts it could trust on any day, an honest cash forecast, a quarterly board pack, revenue and cost checks, a freight-bill audit and support for major decisions.
Those needs were not a job title. They were workflows. Once the work was visible, the team could design a system against each output.
A title can hide six different workflows with different data, controls and human responsibilities.
The system
The dashboard was connected to the systems Providoor already used. Xero supplied the ledger, Shopify supplied sales and orders, and the bill-approval queue supplied what the business owed. AI sat across them as the reasoning layer.
Figures were computed from the source. A user could start with net revenue and follow it back to the orders and ledger accounts that produced it. That traceability was the trust mechanism.
The engine produced a live P&L, tied net revenue back to the sales ledger, built COGS, showed cash and accrual views, forecast eight weeks ahead and fed scenario, breakeven and board reporting.
The freight audit
Freight was the company's largest and least verifiable cost. The weekly courier invoice contained hundreds of lines, while the rate model covered 97 delivery zones.
The workflow re-priced each order against the contract. It worked backwards from cold-storage charges to the implied pallet count, checked the remaining rates and recommended whether to approve, query or hold each charge.
When the system could not verify a physical pallet count held by the courier, it drafted a grounded query for the CEO. The invoice and rate card were attached. The CEO reviewed the work and sent the email.
The control boundary
The book sets five rules for trust: one source of truth, traceability, outputs grounded in real data, human approval before a bill is paid, and human control over every external email.
The system is decision support and automation. It does not replace statutory sign-off, tax work or fiduciary responsibility. Those remain with a qualified person.
Run the test
Take the next finance or operations role on the hiring plan. List the workflows the role is meant to cover, then mark which ones produce or check numbers that could be generated live from source systems.
Keep the professional accountability and the final decision with people. Build the repeated preparation, reconciliation and audit work into the system.
Read the headcount test or read the marketing workflow case.