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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.

Document processing
Illustration of document processing work, with sample content

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

Before
Invoice PDFOpened by hand
Every fieldTyped into accounting
Typing mistakesFound at month end

Read and checked

After

Supplier

Read from the invoice

Invoice date

Read from the invoice

Total

Checked against the order

StatusApprove to record

What document processing includes

  • Sample documents with correct values

    Real invoices or forms from your business, each with the values a person would enter.

  • Reading and extraction

    Supplier, dates, totals, line items or form fields read from PDFs, scans and photos.

  • Review before recording

    A person checks and approves the extracted values before they reach your systems.

  • Output where you need it

    Sent to your accounting system, ERP, spreadsheet or database.

  • 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.

Start a project

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.

Handover record Checked by a reviewer
  • 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
Illustration of a handover record

What we need from you

A project moves fastest when these are ready. We help you put together anything you do not have yet.

  1. 1A set of real documents, with the correct values for each
  2. 2Access to the system the results go into
  3. 3Agreement on which AI tools may see the documents
  4. 4A person to review and approve results

How an engagement runs

  1. 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 orders

    Agreed by you before the build starts

  2. This week’s build

    This week’s increment

    Order status page

    Ready to view

    feat: order status page

    test: status for each order type

    docs: how statuses are calculated

    Next increment: invoice downloads

  3. Review checkpoint
    Our reviewer
    • Checked against the scope
    • Tests read and run
    • Ready for you

    Your approval

    Approve milestoneRequest changes
  4. 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

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.

Checklist for every AI projectBefore handover
  1. Real examples first

    We collect real examples from your business, with the correct answers, before we build.

  2. Tested against them

    We test against those examples and show you the results.

  3. A person approves

    Anything that sends messages, moves money or changes records has a person approving it, unless you decide otherwise.

  4. Running costs stated

    You know the monthly running costs before handover.

  5. 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.

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.