Finance & AP Operations
Invoice Match Agent
Near-instant PO/GRN three-way matching with an audit-ready trail.
Target outcome: Cut manual AP effort
The business problem
Cut manual AP effort, close audit gaps
AP teams manually match PO, GRN, and invoice lines while the queue grows. Exceptions are the norm; clean matches are the exception.
What we deploy
Invoice Match Agent
Vendor onboarding through payment on one platform: automated matching, query resolution, and reconciliation without scaling AP headcount.
How this agent runs
Every agent follows the same operating loop on your stack: audit the evidence, decide with confidence scores, execute with human approval, and record results back to your systems.
Audit
Full coverage on the transactions and documents you choose: contracts, invoices, dispatches, disputes.
Decide
Confidence-scored recommendations with counterfactuals, tax feasibility, and policy rules applied first.
Execute
Human-in-the-loop for consequential actions. Agents prepare; your team approves.
Record
Clean results posted back to your ERP, WMS, or operational systems with a full audit trail.
What we need from you
Data and systems
- ERP vendor master and open PO/GRN/invoice samples
- AP workflow rules, approval thresholds, and exception policies
- Historical match exceptions for baseline triage accuracy
Typical timeline
Pilot matching on a vendor subset in 8 to 12 weeks. Full AP queue coverage scales module by module after sign-off.
8 to 12 weeks on your exports and operational data. A defensible outcome number before you commit to rollout. We agree the baseline and success metric before deployment starts.
Key capabilities
Near-instant three-way matching with full document lineage
Automated query resolution for quantity and price mismatches
Audit-ready trail from vendor master through payment
How we deploy it
8 to 12 weeks on your exports and operational data. A defensible outcome number before you commit to rollout. Same operating model on every agent: scope, deploy, measure, then scale or hand off.
Scope
Agree one outcome, baseline KPI, and the exports or systems the agent will read.
Deploy
Agent live on your ERP, WMS, or operational files within the engagement window.
Measure
Track results against the baseline with named transactions and audit trails.
Scale
Expand to adjacent modules or run independently. You own the code from day one.
Good fit if
- Headcount scales linearly with invoice volume
- Month-end close waits on AP matching backlog
- Auditors ask for evidence that takes days to assemble
Production module in the field
AP Automation
Case studies, module depth, and technical FAQs for the platform this agent runs on.
Frequently asked questions
What matching does the Invoice Match Agent automate?+
PO, GRN, and invoice three-way matching with query resolution and reconciliation, from vendor onboarding through payment on one auditable platform.
Can it handle our existing vendor master?+
Yes. It aligns to your ERP vendor master and AP workflows rather than forcing a separate master-data migration.
What happens when a match fails?+
Failures route to the AP Exception Agent or a human with evidence assembled. Low-confidence cases are never silently auto-approved.
Which ERPs have you connected?+
SAP, Oracle, NetSuite, and Microsoft Dynamics are common. We integrate via APIs or secure exports depending on what your IT team prefers.
How do you measure success in a pilot?+
We baseline match rate, cycle time, and exception volume on a vendor subset, then track improvement weekly until leadership signs off on full rollout.
Ready to scope this agent?
8 to 12 weeks on your exports and operational data. A defensible outcome number before you commit to rollout.