## Harbor Advisory Group
A boutique accounting firm in the Pacific Northwest, Harbor Advisory Group ran a lean operation—three full-time staff, one part-time contractor, and a waiting list that stretched four weeks during tax-adjacent seasons.
### The Capacity Problem
Small bookkeeping firms often hit a ceiling. Add a client, add transaction volume. Each new account meant more blind hunting through monthly feeds. You'd either deny the business or stretch your team until someone burned out.
Harbor Advisory was watching that ceiling from the inside.
"We were turning away work because we knew adding clients would mean adding errors," said lead bookkeeper Drew Moreno. "You can't build a reputation on saying 'we're too backed up.' But you also can't build one on missed duplicates."
### The Pilot
Harbor piloted ReconAuditIQ AI across their three largest accounts—one retail client with heavy credit card volume, one property management company with recurring charges that frequently duplicated, and one healthcare-adjacent practice with strict compliance requirements.
The behavioral outlier flags surprised them most. The model caught mismatches that looked correct in isolation—right vendor, right amount, right date—but were duplicates where the original had been partially refunded. The prior process handled full duplicates but missed partial duplicates sitting in the same feed.
### Results
- Client capacity: scaled from 12 accounts to 20 without overtime - Average time per client review: down 65% - Errors caught post-close: down 90% - Staff satisfaction: "We stopped dreading month-end"
Harbor now uses ReconAuditIQ AI as a differentiator in their onboarding conversations. They show prospects the anomaly report and explain how they use pre-reconciliation ranking to deliver faster closes with fewer surprises.
"We were turning away work because we knew adding clients would mean adding errors. Now we're actively courting it."