AI document processing
AI document processing reads the invoices, forms and reports someone types into a system by hand today, extracts the fields you need, checks them and sends them on, with a person approving the results before anything is recorded.
We start with a set of your real documents and the correct values for each one. The processing is tested on them, so you see how accurate it is on your documents before you decide, rather than taking a vendor’s word for it. Documents it cannot read clearly go to a person instead of being guessed.
For example: supplier invoices read from email attachments, checked, and recorded in your accounting system once a person approves them.
An illustration of the kind of work we do, not a client project.
Supplier invoices today
BeforeRead and checked
AfterSupplier
Read from the invoice
Invoice date
Read from the invoice
Total
Checked against the order
What document processing includes
- Sample setInvoice from a packaging supplierCorrect values notedInvoice from a courierCorrect values notedDelivery note, scannedCorrect values noted
Sample documents with correct values
Real invoices or forms from your business, each with the values a person would enter.
- INVOICEA packaging supplierBoxes, 200Tape, 40 rollsTotal dueSupplierA packaging supplierInvoice date2 OctoberInvoice no.From the headerTotalMatches the order
Reading and extraction
Supplier, dates, totals, line items or form fields read from PDFs, scans and photos.
- Check before recording1 to reviewSupplierA packaging supplierTotalMatches the orderTax numberUnclear: please checkApprove and record
Review before recording
A person checks and approves the extracted values before they reach your systems.
- Sent after approvalAccounting systemBill createdGoogle SheetRow addedYour ERPOptional
Output where you need it
Sent to your accounting system, ERP, spreadsheet or database.
- AutomationPausedManual steps, written down1. Open the inbox 2. Sort by type 3. Reply from the template
A manual route for hard cases
Unclear or unusual documents go to a person, with the reason flagged.
Want this for your business?
Tell us what you need. A founder reads every enquiry and replies with questions or a proposed scope.
Who it’s for
Finance teams entering invoices by hand
Supplier invoices typed into accounting, field by field.
Operations teams processing forms
Applications, claims or delivery notes checked and entered by hand.
Businesses receiving many formats
Reports and documents from partners, each laid out differently.
What you get at handover
Everything is handed over in your name, so you can run it, change it or move it to another team.
- The processing, running in your own accounts
- The test documents and the accuracy results
- The review screen, and who approves results
- The manual route for documents it cannot read
- The expected monthly running costs
What we need from you
A project moves fastest when these are ready. We help you put together anything you do not have yet.
- 1A set of real documents, with the correct values for each
- 2Access to the system the results go into
- 3Agreement on which AI tools may see the documents
- 4A person to review and approve results
How an engagement runs
- Scope document
Scope: customer portal
What we deliver
- Customer sign-in, with roles
- Order status page
- Invoice downloads
Not includedMobile appDone whenTested with your real ordersAgreed by you before the build starts
- This week’s buildReady to view
This week’s increment
Order status page
feat: order status page
test: status for each order type
docs: how statuses are calculated
Next increment: invoice downloads
- Review checkpointOur reviewer
- Checked against the scope
- Tests read and run
- Ready for you
Your approval
Approve milestoneRequest changes - Handover pack
Code repository
In your account
Credentials record
Transferred to you
Documentation
What was built and how
Runbook
Deploy, roll back, fix common problems
Maintenance available on a monthly plan
Scope: customer portal
What we deliver
- Customer sign-in, with roles
- Order status page
- Invoice downloads
Agreed by you before the build starts
What affects the cost
We quote after a scoping conversation, so there is no fixed price on the site. These are the factors that move the cost of this work up or down; the proposal states the scope, what is not included and the price.
Technologies we commonly use
- AI models for reading text and layout
- PDF, scan and photo input
- Accounting and ERP connections
- Google Sheets
- Python
- Email inbox connections
- Number of document types
- Invoices alone is a smaller job than invoices, delivery notes and claims.
- Variety of layouts
- Many suppliers with different layouts need more testing.
- Quality of the documents
- Clear PDFs are easier than phone photos or handwriting.
- Where the results go
- Writing into an ERP or accounting system adds integration work.
- Volume
- How many documents arrive, which drives running costs.
How we keep AI reliable
Every AI service follows the same five rules, on top of the review every project gets.
Real examples first
We collect real examples from your business, with the correct answers, before we build.
Tested against them
We test against those examples and show you the results.
A person approves
Anything that sends messages, moves money or changes records has a person approving it, unless you decide otherwise.
Running costs stated
You know the monthly running costs before handover.
A manual fallback
Every automation has a documented manual fallback.
Questions
That depends on your documents, so we measure it rather than promise it: we test on your real samples against the correct answers and share the results before you decide.
Usually, through that system’s API or an import. We confirm it during scoping, and nothing is written without the approval step you choose.
Often, yes, though accuracy depends on their quality. Testing on your real samples shows how well it reads your documents.
Yes. A person approves results before they are recorded, and handles the documents the system flags as unclear.
Invoices, purchase orders, delivery notes, application forms and reports are common. We confirm which of yours suit it during scoping.
Tell us what you want to build.
Describe the work. We will scope it with you, or tell you plainly if it is not work we should take on.