Document Processing with AI: Invoices, Forms and Contracts
Pulling information out of documents by hand is slow and error-prone. AI can read invoices, forms and contracts and extract the key details, but it needs the right checks around it.
Here is what is realistic, and where care is required.
What It Does Well
- Find totals, dates and reference numbers on invoices.
- Turn scanned forms into structured data.
- Flag clauses in contracts for a human to review.
- Handle many document layouts without custom rules.
Where Care Is Needed
Poor scans, unusual layouts and handwriting all reduce accuracy. For anything financial or legal, the AI should propose values and a person should approve them before they are committed.
A Safe Workflow
- AI extracts the fields and shows its confidence.
- Low-confidence items are routed to a person.
- Approved data flows into your finance or CRM system.
| Document | Typical accuracy | Review needed |
|---|---|---|
| Clean digital invoice | Very high | Spot checks |
| Scanned form | Good | Moderate |
| Handwritten note | Variable | Always |
If you need a hand with any of this, your Progressive Robot delivery team is ready to help. Raise a ticket from the Support area of your client portal or speak to your account manager and we will guide you through the next steps.