Solving Spruceβs $250K Problem
The finance team was drowning in spreadsheets, spending 9+ hours per day reconciling escrow transactions and relying on engineers to manually resolve mismatches.
The inefficiencies were costing the company over $250K annually while slowing down financial reporting.
I led the end-to-end redesign of the escrow reconciliation workflow, automating transaction matching and surfacing only the cases that required human review.

