$160K Recovered every year from billing leakage

01The problem

Billing leakage is quiet. Nobody decides to give revenue away. It slips out through ordinary gaps: work delivered but never invoiced, contract terms billed at old rates, credits applied twice, payments that never match an invoice.

Each item is small, so nobody chases it. The billing system, the operations records, and the bank account each tell a slightly different story, and no one is paid to reconcile all three.

The team suspected money was leaking but had no way to prove where. Sampling invoices by hand found the occasional error and missed the pattern.

02What we built

We started with analytics, not software. Billing records, operational activity, and bank transactions were pulled into one dataset and matched against each other. Anywhere the three disagreed became a finding.

• Leakage detection. Automated checks compare what was delivered against what was invoiced and what was collected. Missed billings, rate mismatches, and unapplied payments surface as a ranked list.
• Source-linked findings. Every finding links back to the underlying records, so the team can verify it in minutes and act with confidence. Nothing is billed on a hunch.
• Ongoing monitoring. The checks run automatically on new data. New leakage is flagged as it appears instead of accumulating for another year.
• A recovery queue. Confirmed items feed a simple workflow: invoice, collect, close. The firm works the list rather than rebuilding the analysis.

The system fits the tools the firm already uses. No migration, no new platform to learn.

03What changed

The first confirmed recovery landed within 4 weeks of starting. From there the queue kept producing, and the run rate settled at $160K a year in recovered and newly captured revenue.

Every finding is source-linked, 100% of them, so recoveries hold up when a customer asks why an invoice arrived. That traceability is what turned an analysis into money collected.

The larger change is structural. Leakage used to compound quietly until someone stumbled on it. Now the monitoring catches it in the same period it occurs, so the recovered revenue recurs instead of being a one-time cleanup.

A real engagement, anonymized. Client details are withheld under confidentiality.