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Deep dive · where the layer earns its keep

Four document workflows that quietly cost you a department.

High volume, high friction, and staffed by people re-typing what a machine can already read.

Score your documents → See how it works
What we read

Four families, one pipeline

Start with the one that costs you most today. That is where a pilot starts.

Contracts

MSAs, NDAs, leases, amendments → metadata, counterparties resolved.

Invoices & AP

Invoices, POs, remittances → line items matched to PO and receipt.

Onboarding

Forms and due-diligence packs → master records, taxonomies filled.

Inbound notices

Notices and letters → dates and actions in your queue.

How it works

Documents in. Checked records out.

One pipeline, inside your environment. Usable data at step three, trusted data at step four.

YOUR DOCUMENTS YOUR SYSTEMS Contracts & agreements Invoices & POs Notices & letters Contract metadata Payables matching Operational queue gothink Read every page Cite each value to its page Check against your rules Unsure → a named person inside your environment YOUR DOCUMENTS Contracts & agreements Invoices & POs Notices & letters gothink Read every page Cite each value to its page Check against your rules Unsure → a named person YOUR SYSTEMS Contract metadata Payables matching Operational queue
your cloud, your keyslocal-only models: no page leavesnothing you process trains our models
The gate

Every field carries a score

Reading a document is not the same as trusting the data in it.

  • A threshold you set per field and document type decides what goes straight through
  • Anything under it goes to your stewards, not into the database
  • Every value carries its source file, page and box
How gates work →
Invoice recordillustrative
invoice_numberINV-20418 · p.1cited
po_matchmatched · PO p.1cited
line_totalp.2, line 7cited
received_qtygoods receipt disagreesto a steward
page-citedscorednamed sign-off
Outcomes

What you get

One source of clean data every team, model and agent can use.

What changes

the pack behind each family
Contractscontracts 1.0.0
Invoicesap_accounting 1.0.1
Onboarding packsKYC 1.0.0
Inbound noticesno pack yet
  • No missed auto-renewals
  • No permanent exception backlog
  • No months of onboarding lag
  • No missed notice deadlines

Straight through, by family

measured in the pilot
Invoices & APnot measured
Inbound noticesnot measured
Contractsnot measured
Onboarding packsnot measured

The rest goes to your stewards, with the source page open.

Start with a scoped pilot

Three steps, one quarter

Measured against your live numbers.

Free

Score us on your documents

Twenty-five of your documents, labelled by your experts. Keep the report.

Free · 90 days

A free 90-day pilot

Prove (days 0–30), Expand (31–60), Industrialize (61–90), stopping at day 90 if targets are missed.

Then

Run software, not a project

Go live on the licence. Your configuration and corrections handed over.

Pick one family. Prove it on your files.

Send a sample. Get back scored, page-cited fields — before you buy anything.

Score your documents →See the five stages