Bank Reconciliation Exception Agent
Automates daily bank-to-book reconciliation and investigates unmatched items down to root cause across all operating accounts.
High-volume organizations reconcile dozens of bank accounts against the general ledger daily, and while most transactions match automatically, the unmatched exceptions (timing differences, bank fees, duplicate entries, unapplied wires, and outright errors) consume disproportionate accountant time to investigate
Exceptions often sit unresolved for days or weeks because tracing a mismatch back to its source system and root cause requires manually cross-referencing bank statements, GL entries, and subledger detail across systems that do not talk to each other
Aged, unresolved reconciling items are a recurring audit finding and can mask fraud or processing errors if left uninvestigated
As transaction volume and account count grow, purely manual exception review does not scale
The agent ingests daily bank statement feeds and GL cash transactions, automatically matches the majority of items using configurable matching rules, and isolates true exceptions for investigation. For each exception, it traces the transaction through subledger and source system data to classify the root cause, whether timing difference, bank fee, duplicate posting, or misapplied cash, and proposes the resolving journal entry or subledger correction. Aging of unresolved items is tracked automatically, with escalation triggered for exceptions that cross defined age thresholds.
Auto-Match Transactions
- Ingest daily bank statement and GL cash activity feeds
- Apply configurable matching rules by amount, date, and reference
- Isolate items that fail to match automatically
Investigate Exceptions
- Trace unmatched items to subledger and source system detail
- Classify root cause (timing, fee, duplicate, misapplied cash, error)
- Cross-reference against prior period recurring exceptions
Propose Resolutions
- Draft the correcting journal entry or subledger adjustment
- Flag items requiring bank or counterparty follow-up
- Route proposed resolutions for accountant approval
Track Aging and Escalate
- Monitor unresolved exception age against defined thresholds
- Escalate aged or high-dollar exceptions automatically
- Report reconciliation completeness and exception trends