finnUse cases
Five AI use cases for everyday finance operations.
Practical ways to reduce administrative work around invoices, accounts, and reporting while preserving financial authority.
Finance teams spend time collecting facts before they can make decisions. That preparatory work is a useful place to apply AI. These illustrative journeys focus on administration and review; payment authority and accounting decisions stay with the business.
1. Explain an invoice. 2. Prepare an overdue-account review.
For an invoice question, retrieve the correct document and relevant order or agreement. Prepare an explanation using the recorded line items. If a charge is disputed, identify the item and send it to the responsible person instead of inventing a justification.
For an overdue-account review, use current balances and agreed terms. Group accounts for employee review and show the reporting time. Recheck the balance before any approved reminder so customers who have paid are not contacted unnecessarily.
3. Assemble the facts behind a discrepancy.
When an invoice and an order disagree, gather the records and describe the mismatch. Show which values differ and which source owns each one. A useful result is a reviewable exception, not an automatic adjustment.
Missing information should remain missing. An agent should not infer a receipt, delivery confirmation, or approval merely because one would normally exist in the process.
4. Draft a customer billing response.
Prepare a reply that explains the recorded state and the available next step. Keep internal collection notes and unrelated account details out of the customer message. Route exceptions to someone with appropriate authority.
Review the recipient, wording, and sending rules before delivery. Drafting a message and sending it are separate actions, especially when many accounts are involved.
5. Prepare a recurring operating summary.
A scheduled review can summarize supported billing records for a defined period. Specify the entities, currency treatment, exclusions, and comparison period. Do not combine amounts in different currencies without an agreed conversion method.
In Finn, configure each journey around the records and actions your connections support. Measure time spent preparing and reviewing the work, along with errors caught and unresolved exceptions. Avoid treating a polished report as an independently verified financial statement.