// Arslan Rehmani
← Back to thinking
Build Log

Automating Financial Reconciliation: A Case Study

5 min readJune 18, 2026

Bank reconciliations are traditionally slow. Combining multiple transaction feeds, dealing with currency rates, and auditing invoices manually drains staff time.

By implementing automated matching algorithms that ingest daily banking API exports, we created a system that matches 98% of line items instantly, leaving only exceptions for human review.

Want to discuss these concepts for your organization?

Connect with Arslan