// Found Money
The Reviews That Found Money the Business Was Quietly Losing
A services business with multi-state operations
The story in briefClean data has a habit of exposing leaks. Independent reviews of what a business was actually paying — versus what it owed — surfaced a five-figure annual tax overpayment being remitted in error, an insurance misclassification inflating premiums by roughly 40%, and vendor invoices billing for things that no longer existed.
The situation
The business was paying its taxes, its insurance premiums, and its vendor invoices the way most businesses do: on trust, on time, and without a line-by-line check against what was actually owed. The numbers looked normal because nothing had ever been reconciled against an independent source of truth.
Why the usual options fell short
Annual renewals and monthly filings are designed to be paid, not questioned. A bookkeeper confirms the invoice matches the payment — not that the invoice should have existed. Tax gets remitted the way it was remitted last year. Insurance classifications carry forward untouched. The system has no built-in step that asks, “is this amount correct?” — so overpayments compound quietly, year after year.
What we built
Reconciliation reviews built on clean, independent data. Each one cross-checks what was paid against what the rules, the usage, or the source records actually justify: sales tax remitted versus tax genuinely owed by jurisdiction; insurance classifications versus the real nature of the work; vendor invoices versus the devices, licenses, and services actually in service. Every finding ships with its evidence and a dollar figure.
The part they didn’t expect
The business asked for clean books and accurate billing. What it got back was recovered cash. A five-figure annual sales-tax overpayment had been remitted in error across states. A workers’ compensation classification was inflating premiums by roughly 40%, corrected and verified by the resulting payment. Vendor reconciliation caught auto-renewals and phantom charges for equipment long gone.
The payoff
- $13,043 per year in sales tax that was being wrongly remitted — identified and recovered.
- A roughly 40% workers’ compensation premium reduction, confirmed by the adjusted payment.
- $3,830 per year in an avoidable vendor auto-renewal, plus dead-device and mispriced-service charges, cancelled.
- Findings delivered with evidence, ready to hand to a CPA, insurer, or vendor — money recovered from spending that looked completely normal.
// is this you?
If this sounds like a problem you recognize — even if you never pictured building your own answer to it — that is usually the sign. Describe your version and a senior engineer will tell you plainly whether it is the kind of thing we build.
Start a project// common questions
Questions about this kind of build
How do you find money others missed?
By reconciling against an independent source of truth instead of trusting the invoice or the prior filing. When the underlying data is clean and queryable, overpayments, misclassifications, and phantom charges stop hiding.
Is this tax or legal advice?
No. We surface the discrepancies with evidence and hand them to your CPA, insurer, or attorney to act on. We are the engineering that makes the leak visible, not the licensed advisor who files the correction.
What does it take to run one of these reviews?
Access to the relevant records — statements, filings, invoices, agreements. We build the reconciliation, then produce a findings register ranked by dollar impact with the evidence attached.
// next step
Have a system in mind?
Describe what you are trying to build or fix. A senior engineer reviews every inquiry and responds directly, with a technical read on the problem.