What is recon automation?

‍

Recon automation — short for reconciliation automation — is the use of technology to automatically match financial transactions across data sources, identify discrepancies, and route exceptions to the appropriate team member for resolution. It replaces the manual process of exporting data from multiple systems, comparing it in spreadsheets, and chasing down mismatches.

‍

Recon automation applies across every type of financial reconciliation: bank reconciliation, subledger to GL, intercompany, payment gateway, vendor statement, and multi-entity.

‍

What it replaces

‍

The manual reconciliation process in a typical enterprise looks like this: download a bank statement, download an ERP extract, open both in Excel, run a VLOOKUP, investigate the rows that don't match, email someone for clarification, make a note in the working file, move to the next account. Repeat hundreds of times a month.

‍

This process is slow, error-prone, and invisible to management until someone asks a status question. It also scales badly — as the business grows and transaction volumes increase, reconciliation effort grows with it, unless automation is in place.

‍

What automation delivers

‍

Automated reconciliation platforms ingest data from source systems directly, apply matching rules (exact match, fuzzy match, one-to-many), and produce a real-time view of matched, unmatched, and exception items across every account. Matched items require no human involvement. Exceptions are surfaced with context — source records from both sides, the reason for the mismatch — and routed to the right owner.

‍

The output is faster close cycles, cleaner books, and a reconciliation population that is genuinely auditable.

‍

Related: Account Reconciliation · Bank Reconciliation · Reconciliation Exceptions · Finance Automation