Reconciliation tools tout high match rates but fail to automate the hard exceptions (split deposits, part-payments, late-clearing checks, timing mismatches), leaving users to manually investigate the most time-consuming work.

Workarounds Described

• combs through a long exception list playing detective
• still just excel plus a lot of manual ticking

Implied Software Gaps

• Exception-focused reconciliation tool that explains why a line is stuck and proposes resolutions
• Automated timing adjustment to align transactions across months
• Defendable audit trail with match evidence for complex reconciliations

Recon Exceptions Co-Pilot

An intelligent reconciliation assistant that focuses on exception handling, not just match rates. It surfaces the exact reason a line is stuck (amount/date/vendor discrepancies), proposes likely resolutions with evidence, and learns from accountant feedback to automate complex scenarios over time.