Month-end close is a sequence of small, careful steps: pull the numbers, reconcile them, explain the differences, write the commentary. Each step is repetitive enough to automate and important enough that nobody wants to get it wrong.
Where agents help first
The teams seeing the biggest gains start with reconciliation. An agent compares ledger entries with source systems, flags mismatches and drafts an explanation with links to the supporting documents.
Next comes variance commentary. Instead of starting from a blank page, analysts review a draft that already cites the contracts, invoices and messages behind each movement.
Keeping humans in the loop
Every agent action is proposed, not performed. Controllers approve journal entries and commentary before anything is posted, and the full trail is kept for auditors.
Results
Across early adopters, close cycles shortened by an average of four business days, with the largest reductions in reconciliation and reporting.
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