AI services · Document AI

Free extraction pilot. Then we automate the document work.

Send us a batch of your documents. We turn them into structured, source-grounded data and show you the accuracy and the hours saved, at no cost. If it holds up, we build the workflow that turns those documents into decisions, and retire the manual data entry for good.

Source grounded Your models or ours Human in the loop
Sample pilot result: 500 invoices
Fields extracted per document 18
Field accuracy on the pilot 97.8%
Processed without a human 91%
Flagged for review (low confidence) 9%
Hours of data entry removed / month 120+
Grounded to source 100+ page documents Local or cloud models Certified digitization Audit-ready output
Why this exists

Anyone can extract text now. The value is in what happens next.

The tools to pull data out of a document used to cost a fortune and took months to deploy. That barrier is gone. What companies still pay for, and pay a lot for, is the workflow around the extraction: turning a pile of invoices, contracts, or tickets into clean data that lands in the right system and triggers the right decision, without a person retyping it.

That is the work we do. We start with a free pilot on your real documents so you can see the accuracy before you spend anything, then we build the pipeline that removes the manual step and feeds the result straight into your finance, legal, or operations stack.

70%
of the cost and turnaround of high-volume document work is removable once extraction is grounded, reviewed where it matters, and wired into the workflow. Payback usually lands inside one to two quarters.
How it works

Four steps. The pilot result comes back in days.

No long procurement, no platform to buy, no model to train from scratch. The pilot runs on a sample you send us, and you keep the result.

1

Send a sample

A batch of the documents you want automated and the fields you care about. Invoices, contracts, forms, reports, anything with structure to pull.

~1 day to set up
2

We extract and ground

We extract every field and map each one back to the exact place in the document it came from, so nothing is taken on faith.

A few days
3

Accuracy review

You see the measured field accuracy on your own documents, the share that needs no human, and what each fix is worth in saved hours.

30 minutes
4

Automate the workflow

If it holds up, we build the pipeline: extraction, human review on the low-confidence items, and delivery into your systems.

Scoped after the pilot
What the engagement covers

Extraction, workflow, and legal-grade digitization.

Most teams start with extraction and workflow. Regulated teams add certified digitization so the paper can finally be destroyed. You can take one or all three.

Extraction and grounding

Structured data out of messy documents, with every field traced to its exact source span so it can be verified. Works on long, multi-page documents and on the formats your suppliers actually send.

Workflows that ship decisions

The extraction wired into a real process: validation against your rules, a human in the loop on the low-confidence items, and delivery into your ERP, CRM, or document system. Documents become actions, not a backlog.

Certified digitization

For archives and regulated records, conformity verified under a recognised sampling standard and, where a public official certifies the process, a digital copy with privileged legal value. Then you retire the paper.

Want the depth? How grounding works, where the models run, how accuracy is measured, and how certified digitization gets legal value are all broken down in the complete Document AI guide.

Sample extraction

This is what comes out the other side.

Every field is structured, typed, and grounded to the exact span of the document it came from. A reviewer can click any value and jump to its source, which is what makes the output safe to run on real money and real contracts.

The card on the right is illustrative. Your pilot is built from your own documents.

invoice_4412.pdf · extracted
97.8% field accuracy grounded to source 1,240 docs / hour
Structured output, each field traced to its span
{
  "supplier":       "Acme Components S.r.l.",   // page 1, header
  "invoice_number": "INV 2026 0412",            // page 1, line 3
  "issue_date":     "2026 05 18",               // page 1, line 4
  "total_gross":    "EUR 12,480.00",            // page 1, line 27
  "vat_id":         "IT08592260965",            // page 1, footer
  "confidence":     0.978,
  "needs_review":   false
}
Low-confidence fields are flagged, not guessed
Anything the model is unsure about is routed to a human, so accuracy climbs into the high nineties without a person touching the other ninety percent.
Where it pays off

Documents that are costing you a team to process.

The pattern is always the same: high volume, structured enough to extract, expensive to handle by hand. A few of the most common:

DocumentWhat we extractThe decision it ships
Invoices and POsSupplier, line items, totals, VAT, datesThree-way match and approval into the ERP
ContractsParties, clauses, obligations, renewal and exit datesRisk summary and a calendar of deadlines
Support ticketsIssue, product, root cause, sentimentThemes that drive the next fix and SOP update
Customer feedbackTopics, requests, complaints, intentA ranked list of what to build or fix
Financial reportsKPIs, line items, period over periodAn exec brief generated, not hand-built
Paper archivesFull content plus an indexA certified digital copy, and the paper retired
Engagement tiers

From a single pilot to a running operation.

The pilot is always free. After that you pay for the build and the volume you run through it. The exact number is set after the pilot, because it depends on your documents and your accuracy bar.

Pilot

Prove it

Free · one document type
  • Extraction on a sample of your documents
  • Measured field accuracy on your data
  • Source grounding on every field
  • An estimate of the hours and cost removed
Automate

Build the pipeline

Talk to us · fixed build
  • Everything in Pilot
  • Production extraction with validation rules
  • Human in the loop on low-confidence items
  • Delivery into your ERP, CRM, or document system
  • Accuracy and throughput dashboard
Operate

Run it for you

Talk to us · monthly
  • Everything in Automate
  • Ongoing operation at your volume
  • Certified digitization where legal value is needed
  • Model and prompt upkeep as documents change
  • Monthly accuracy and savings report
How pricing works. The pilot is free and you keep the result. The build is a fixed scope, and running volume is priced per document or per month. We set the numbers after the pilot, because the right scope depends on your documents, your accuracy bar, and whether you need certified digitization. No platform licence to buy.
Proof

We ship working software, not slideware.

Document AI is a development and analytics engagement, which is the work we are built for. A few that map closely:

Request

Get a free pilot on your documents.

Tell us your work email and which documents are costing you the most time. We reply within 24 hours to set up a sample run. The pilot is free and you keep the result.

  • Run on your own documents, not a canned demo.
  • Measured accuracy and hours saved, quantified.
  • Local or cloud models, your call on data residency.
  • We build it, we run it. No platform to license.

Prefer a longer brief? Use our form

Get a free extraction pilot

Two fields. We do the rest.

No credit card. No commitment. We reply within 24 hours with next steps.

FAQ

Questions we get every week.

How accurate is the extraction? +
On clean, structured fields like totals, dates and identifiers, modern extraction reaches well above 90 percent out of the box, and a human in the loop on the low-confidence items takes it to the high nineties. The pilot measures the exact accuracy on your own documents before you commit to anything.
Will my documents leave my infrastructure? +
Only if you want them to. We can run extraction on local or self-hosted models so the documents never leave your environment, or on a cloud model where speed matters more than residency. The choice is yours and it is written into the engagement.
How is this different from OCR? +
OCR turns an image into text. Document AI turns that text into structured fields you can act on, grounds every field to the exact place it came from so it can be verified, and feeds the result into a workflow. OCR is one early step inside it, not the whole job.
What does source grounding mean and why does it matter? +
Every extracted value is mapped back to the exact span of the document it came from, so a reviewer can click a field and see its source. That is what makes the output auditable and trustworthy, and it is the difference between a demo and something you can run on real money and real contracts.
Can the digitized documents have legal value? +
Yes, where the law allows it. With certified digitization, conformity to the original is verified under a recognised sampling standard and, when a notary or public official certifies the process, the digital copy can carry privileged evidentiary value, which lets you retire the paper. We scope this per jurisdiction with the right partners.
What does it cost? +
The pilot is free. After that, pricing depends on document volume, the number of fields, and whether you need certified digitization or just extraction and workflow. We quote a fixed number after the pilot, because the right scope depends on your documents.

See what your documents are worth as data.

A free pilot on your real documents, the accuracy measured, the hours quantified. Then we build the workflow that ends the manual entry.

Get a free pilot
Free pilot · You keep the result · 24h reply

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