Invoices, application forms, contracts, letters and certificates still arrive in large volumes — as PDFs, scans or photos. Someone has to read each one, type the key information into a system and route it to the right person. Intelligent document processing (IDP) uses AI to do much of that work automatically.
How it works
- Capture — documents arrive by email, upload, scanner or mobile app.
- Classify — AI identifies the document type: invoice, ID, contract, request letter.
- Extract — key fields such as names, dates, amounts and reference numbers are read, including from tables.
- Validate — extracted data is checked against business rules and existing systems.
- Review — low-confidence fields are sent to a person to confirm or correct.
- Route — the document and its data start the right workflow automatically.
Good first candidates
- Supplier invoices feeding accounts payable.
- Incoming correspondence that needs to be registered and assigned.
- Application and request forms submitted by customers or investors.
- HR documents such as certificates and contracts.
The best candidates are high-volume, reasonably standard documents where data is currently re-typed by hand.
Keep humans in the loop
IDP is not about removing people from the process — it's about removing the repetitive typing. Confidence thresholds decide which fields are accepted automatically and which need review. Over time, as accuracy is confirmed, the share of documents that flow straight through grows.
Every document that becomes structured data is one more input for your dashboards, workflows and AI assistants.
Connect it to the rest of the business
Extraction alone has limited value. The benefit comes when data flows into document management for storage and retention, into workflow for approvals, and into ERP or case management systems where the work actually happens.
How URANIUM helps
We combine Azure AI document intelligence with our document management, correspondence and process automation solutions — so documents are captured, understood, stored and acted on in one connected flow.
This article provides general guidance and is not a substitute for advice on your specific environment. Talk to our team about your situation.