Finance operations
Real AIDemo Mode · Synthetic DataHuman approved
AI Finance Operations Agent
An AI finance agent that reads invoices, validates against purchase orders, detects discrepancies, applies payment policy, determines approval routes, and simulates posting to the general ledger — with a full audit trail.
INVOICE DOCUMENT
AI Workflow
0/8Extract invoice
Lookup vendor
Match purchase order
Detect discrepancies
Apply policy
Human approval
Post & record
Verify GL post
Run a scenario
One-tap inputs that exercise different real-world outcomes — including the edge paths.
Run the workflow to see the AI work.
The agent reads the invoice document, looks up the vendor, matches the purchase order, checks policy and proposes a posting decision — all approved by a human.
Activity Timeline
Run the finance workflow to see the full audit trail
System controls
Production readiness — the controls behind this system
- Business KPI
- Invoice cycle time (receipt to posting) and exception rate (% of invoices requiring manual intervention). Production deployments track these weekly.
- Data & retention
- Run against a synthetic invoice corpus. Production deployments retain all documents, tool traces and decision logs for audit compliance.
- Permissions & action boundaries
- Reads invoice documents and vendor/PO records freely; every write — posting, approval routing, payment queue — requires human approval.
- Model & provider strategy
- OpenWeights Groq models with structured output; fallback + rate-limit handling if the provider is busy.
- Human approval
- Nothing is posted or routed for payment without a human approving the proposed action. The approval gate is visible in the workflow.
- Monitoring & audit
- Full activity timeline records every AI decision, tool call, discrepancy detected and approval for compliance review.
- Cost / workflow
- One model run per invoice with a bounded tool loop; workflow is cost-traceable per document processed.