Challenge
A finance team was manually categorizing payment data from Stripe for accounting ingestion every month. The process was error-prone, time-consuming, and created a bottleneck before month-end close.
What we did
We implemented classification rules and automation that connected payment data directly to accounting categories. The system handled standard cases automatically and flagged exceptions for human review rather than processing every transaction manually.
Result
Manual categorization work was eliminated. Month-end close became more predictable and less stressful. Exceptions were caught earlier and resolved before they caused reconciliation delays.
Month-end close accelerated; manual categorization work eliminated