The assay office — document division

Messy documents in.
Graded truth out.

Assay reads your paperwork twice on your own machine, grades every single field, sends the doubtful ones to a person, and writes it all to a record nothing can quietly edit. You are watching the real machine.

0.0% measured accuracy · 0 documents · chain unbroken · 0 events

Specimen · fatura-template9-instance9.jpgREPLAY · recorded real run
fatura-template9-instance9.jpg
the machine takes the specimen

The reading machine is off right now — this is a recording of a real run, replayed.

the whole machine, staged

Watch a document travel the spine.

  1. 01 · Arrive
  2. 02 · Claim
  3. 03 · Look
  4. 04 · Read again
  5. 05 · Grade
  6. 06 · Check
  7. 07 · Route
  8. 08 · A person decides
  9. 09 · On the record
01

Arrive

Your documents arrive — scans, photos, whole folders.

the receipt
queued · fatura-template16-instance1.jpg

the scale demonstration — recorded 2026-07-05

We fed it 1,001 documents before breakfast.

One batch, two ordinary graphics cards, one hour sixteen minutes. Zero failures. Every one graded and on the record.

documents read
0 / 1,001
elapsed
0h 00m
electricity spent
$0.000
measured accuracy
reconciling…
drained 0 of 120 cards · zero failures · every one on the record
RTX 3080 Ti
0documents / hour
8.7s per document, measured
RTX 4070
0documents / hour
7.8s per document, measured

Measured end to end and recorded. A month of a real importer's invoices is a 27-minute job. how these numbers are computed →

the grade you can gate on

A grade on every field — and the grade means something.

This is a real document from the recorded batch, with the machine's verbatim output. Touch a field — it points to the exact spot it read.

real specimen fatura-template16-instance1.jpg
buyerChristine Burton·991 — 99%
currencyEUR·993 — 99%
invoice number2Y9M6d-093·993 — 99%
date12-Jul-2002·994 — 99%
supplierWoods-Gibbs·999 — 100%
subtotal332.53·908 — 91%
tax15.68couldn't point to it on the page — held
total348.21·910 — 91%
hallmarked fields · 99.9% right
held fields · 96.3% right
so the gate works — doubt routes to people
Our weakest field is the invoice number at 93.9% — some templates glue the label to the number. We publish our misses.

the register

The record nothing can quietly edit.

Who read what, what a person changed, when it left — provable to an auditor, owned by you.

  1. #13018 a field checked or corrected
  2. #13019 a field checked or corrected
  3. #13020 a field checked or corrected
  4. #13021 a field checked or corrected
  5. #13022 a field checked or corrected
  6. #13023 a field checked or corrected
  7. #13024 approved
nothing was edited after the fact — verify it yourself, live
Open the register

the lego wall

Built from blocks. Assembled for your business.

Everything below is a real block — the BUILT ones run today on real hardware; the ON-REQUEST ones are what we add when we build yours.

Your documents never leave your machine — every rented tool is cloud-only.

Accuracy is measured from human-checked truth in a verifiable record — others assert a number.

Fail-closed honesty — an unsure value structurally cannot reach your books unseen.

the engine menu

You choose the engine. The price follows.

built — the default

Budget — local

Open models on your own graphics card. Measured: 98.8% at three-thousandths of a cent per document. Your papers never leave.

Quality — hybrid

The few uncertain fields escalate to a stronger model; the easy majority stays local and near-free.

Private premium

A larger private model on your own server. Highest ceiling, still zero leaving.

Switching postures is configuration, not a rebuild — no rented tool offers that.

what it replaces

The retyping bill, made visible.

hours of retyping / year
840 h
what that costs / year
≈ €8,400
the machine's time / month
41 min

Assumes 7 minutes per document done honestly (find, read, type, double-check). Machine rate: 872 documents/hour, measured 2026-07-05 on two consumer graphics cards. Electricity for your whole year at that volume: ≈ $0.16.

the rented alternatives, at list
Rossumfrom $18,000 / year
Docsumo$499 / month floor
Mindee€0.044 / page + build your own checking
an owned Assay buildelectricity

List prices captured 2026-07-05 from inside the products.

Your papers never leave your machine.

Your corrections make it smarter — they are yours.

The record is yours — provable, portable, permanent.

98.7% — measured from 6,302 human-checked verdicts how →$0.00003/doc — power-metered at the wall how →413 + 459 docs/hour — measured on both cards how →numbers are sacred here

Get this built for your business.

The blocks above, assembled around your documents, your rules, your systems — owned by you, running on your hardware. It starts with a conversation.

Talk to Danylo

Or try it on your own paperwork first.

An invite comes with a funded test budget — run the real machine on your own documents, watch it grade, keep the record. No card. No checkout. Ever.

Request an invite