Flag close exceptions, find invoices and evidence, and prepare audit items.
aileaders · Use case · Finance
Visible exceptions. Controlled entries.
During close, an agent can match records, find invoices and supporting documents, then prepare audit items. Your finance team keeps decision-making and approval.
Close review · Approval required
Illustrative example — adapt to your rules
Exception found
“The supporting document amount differs from the ledger line.”
Prepared analysisAmounts to reconcile · human check
Documents consulted
Invoice · ledger line · authorized evidenceTwo different amounts are identified; the cause is not inferred without review.
Finance review
Exception documented · match suggested, not postedPermitted outputReview note ready — no entry posted
The mission
Prepare close, evidence and review without automating the decision.
The finance scope covers close and reconciliation, invoice research and extraction with supporting evidence, and audit preparation. Suggestions use accessible source documents, make exceptions visible and remain subject to review by an accountable person.
Agent configuration
A clear scope before the work begins.
Illustrative read-only view: sources and actions are defined for the pilot, not enabled by fictional controls.
Periods, entities and files scoped by the finance team.
Compare accessible items and provide verifiable references.
Updates depend on integration, permissions and approval; no automatic posting.
Success means correctly evidenced exceptions and an accepted review, with no unapproved entry, measured with time and total cost.
A supervised workflow
From source document to approved review.
- 01
Trigger
A close batch, reconciliation or selected invoice starts the defined check.
- 02
Read
The agent consults authorized ledger entries, invoices, evidence and close rules.
- 03
Prepare
It compares the items, identifies exceptions and gathers references for review.
- 04
Approve
An accountable person checks the documents, resolves the exception and authorizes or rejects any action.
- 05
Output
After approval, a note, status or evidence pack can be written to a connected tool if the integration and permissions allow it.
Sources, tools and control
Read the evidence; approve the operation.
Define the scope with finance: periods, entities, files and authorized roles. A suggested reconciliation is not an accounting entry.
Measure before expanding
Review speed and evidence quality.
Compare a sample of close work or invoice research before and during the pilot. The examples on this page are illustrative; no outcome rate is assumed.
Time
Measure reconciliation, source-document research and audit-pack preparation time, including rework.
Quality
Check matching accuracy, supporting evidence, citation accuracy and whether relevant exceptions were flagged.
Total cost
Include platform, models, tokens, hosting, integration, operations and finance review time.
Reduced handling time alone is not a cash saving. Measure total cost per accepted file alongside evidence quality.
Start with a pilot
Test one control on a defined set of documents.
Choose
Select a close step or invoice family and appoint a finance owner.
Scope
Define sources, periods, rules, permissions, read-only actions and required approvals.
Compare
Assess time, reconciliation and evidence quality, then total cost before expanding scope.
FAQ
Frequently asked questions
Can the agent post an accounting entry?
The proposed workflow prepares a match or flags an exception. An entry or approval can occur only after human approval, if a suitable integration and explicit permission exist.
Can it prepare audit materials?
It can find authorized documents and prepare a list of references or items to review. The team checks evidence and completeness before using them.
How should we measure pilot value?
Compare research and review time, matching and evidence quality, and total cost including platform, models, tokens, hosting, integration, operations and review.
Continue exploring
Scope a reviewable close workflow.
Choose a task, identify accessible documents and define approvals before any entry or submission.
A suggested match is not a posted entry or a certified audit.