Handling Non-PO Invoices with AI: Strategies & Risks

AP Automation
Non-PO invoices are hard to control and costly to process. AI can automate data entry, coding, approvals and mitigate fraud risk. Here's how.

Not every invoice comes with a purchase order. For AP teams, non-PO invoices are the slowest, riskiest part of the payables workflow. They're also hard to standardize.

AI is changing that. With the right setup, non-PO invoices can be captured, coded, routed, and approved with minimal manual work. But risk doesn’t disappear

What Are Non-PO Invoices and Why They Matter

Non-PO invoices are bills received without a corresponding purchase order. Think: utilities, legal fees, freelance services, travel reimbursements.

They're:

  • Harder to approve
  • Prone to fraud or duplicates
  • Common: up to 50–80% of invoices in services-heavy firms

Manual handling means delays, errors, and compliance headaches.

How AI Automates Non-PO Invoices

1. Smart Document Capture

AI + OCR extracts header and line-item data from PDFs and emails—even messy formats.

2. Predictive GL Coding

Machine learning suggests GL codes, cost centers, and tax treatment based on past invoices.

3. AI-Driven Approval Routing

Dynamic workflows route invoices based on amount, department, vendor, or past behavior.

4. Duplicate & Fraud Detection

Pattern recognition flags anomalies like duplicate invoices or vendor fraud.

5. Unified Workflow

PO and non-PO invoices flow through one system with audit trails and analytics.

What Can Go Wrong: Risks to Watch

ROI benchmarks

Non-PO invoices don't have to be chaotic. With the right AI tools, finance teams can handle them with control, speed, and confidence.

But automation is only as strong as its design. Build in oversight. Monitor outcomes. And always keep humans in the loop for exceptions.

Book a demo to see how Finofo automates non-PO workflows without losing control.

Krishna Srikanthan
Head of Growth

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