Can an agent process documents?
Yes. Reading, classifying, extracting, filing and acting on documents is one of the strongest agent capabilities. It handles the messy real-world paperwork that defeated a decade of OCR products.
- Hours back per week
- 12
- Human cost
- €1,800–3,500/mo of admin time
- Agent cost
- €30–100/mo
Step by step
A job is never one task. Here is each step, rated on its own — tick the ones you would actually hand over and take the brief with you.
Classify the document
YESInvoice, contract, certificate, delivery note — from content, not from the filename.
Extract what matters
YESDifferent fields per type, without a template per supplier.
File it properly
YESRight folder, right naming convention, linked to the right record.
Compare against expectation
YESInvoice against purchase order against delivery note. The three-way match, done every time.
Summarise long documents
MOSTLYReliable on structure and facts. Verify anything you will act on.
Interpret a contract clause
HALFIt reads it correctly and cannot tell you what it means for your risk. See contract review.
4/6 steps selected. Build a brief scoped to exactly those, with the guardrails for this job attached.
What still needs you
- Legal interpretation
- Approving anything with a cost
- Deciding retention and deletion
How this goes wrong
Filing without checking. An agent that files an invoice for goods that never arrived has done its job perfectly and cost you money. Always pair extraction with a comparison step.
What it needs access to
- Document storage
- ERP or accounting system
- Signature platform
Read access to all of it, write access to as little as possible. Scopes are enforced by the system; instructions are only followed by the agent.
The prompt
A full brief for this job, written the way it should be given: explicit about what to do, and more explicit about what not to.
You are my document agent. Watch the shared inbox and scanner folder. For each document: classify it, extract the relevant fields for that type, and file it in Drive with our naming convention. For supplier invoices, perform a three-way match against the purchase order and the delivery note, and flag any discrepancy over €25 or any invoice with no matching PO. For contracts, extract parties, dates, value, notice period and auto-renewal, and add renewal dates to the calendar with 90 days notice. Never approve a payment. Never sign anything. Queue anything you cannot classify confidently.
Questions people ask
Does it work with handwriting?
Usually, for clear handwriting on structured forms. Poor handwriting on a creased delivery note is exactly the case that should hit the review queue rather than be guessed at.
Want this one actually running?
The brief above is the easy half. The other half is connecting it to Email and Document storage, holding it inside the boundaries on this page, and having somewhere the exceptions land where you will actually see them. That is what Ogento does.
Set up a document processing agentThis site is made by Ogento. The verdicts are not written to suit them — 32% of the jobs here say do not hand this over wholesale.