AI Demos Research — the structured-intelligence platform. Every verdict on these pages opens to the execution behind it.
Graded 27 October 2026

Can FutureSmart Document Intelligence read a cleanly scanned document accurately?

FutureSmart Document Intelligence passes this clean-scan OCR check. The image-only twin has no text layer, and the digital and scanned runs match on every graded field.

1 of 1 test case passed

Every test case in this scenario has a result.

Pass rate100%1 of 1 gradable
Coverage1 of 1test case with a result
1PassDid everything it was expected to do.
0FailNo test case failed.
0Not gradableEvery result here could be graded.
0UntestedEvery test case in this scenario has a result.
The pass rate is a summary. The evidence is the test case below: what we sent, what we checked, what the tool returned, and the proof.

The test case

Each test case is judged on its own: Pass, Fail, Not gradable, or Untested. The scenario result above counts this row.

Image-only twin, same schemaPassEvidence
What we sent
Input 1Document (PDF)
Digital invoice PDF with the readable text layer
Open the PDF ↗
Input 2Document (PDF)
Scanned twin PDF with images only and no text layer
Open the PDF ↗
What the tool returned
JSON
{
  "summary": "This invoice from Thistlewood Plant & Tool Hire to Oakbridge Construction Ltd details the weekly hire charges for construction equipment, including a telehandler, generators, and site fencing. The total amount due for the hire period of March 3 to March 10, 2026, is £1,754.40, inclusive of VAT.",
  "document_type": "invoice",
  "currency": "GBP",
  "invoice_number": "TPH-3301",
  "billed_to": "Oakbridge Construction Ltd",
  "site": "Oakbridge Depot Extension",
  "hire_period": "03 Mar - 10 Mar 2026",
  "line_items": [
    {
      "amount": 850,
      "quantity": 1,
      "unit_price": 850,
      "description": "Telehandler, 4-tonne, weekly hire"
    },
    {
      "amount": 420,
      "quantity": 2,
      "unit_price": 210,
      "description": "Generator, 20kVA, weekly hire"
    },
    {
      "amount": 192,
      "quantity": 8,
      "unit_price": 24,
      "description": "Site fencing, per 10m panel, weekly"
    }
  ],
  "subtotal": 1462,
  "tax": 292.4,
  "total_due": 1754.4,
  "file_name": "SiblingA1_Thistlewood_PlantHire.pdf"

Digital JSON export with the extracted invoice fields

Copied from Output file 1 (JSON), lines 1–32

Open the JSON file ↗
Key momentslines 1–32
JSON
{
  "summary": "This invoice from Thistlewood Plant & Tool Hire details the weekly rental charges for construction equipment, including a telehandler, generators, and site fencing. The total amount due for the hire period of March 3rd to March 10th, 2026, is £1,754.40, inclusive of VAT.",
  "document_type": "invoice",
  "currency": "GBP",
  "invoice_number": "TPH-3301",
  "billed_to": "Oakbridge Construction Ltd",
  "site": "Oakbridge Depot Extension",
  "hire_period": "03 Mar - 10 Mar 2026",
  "line_items": [
    {
      "amount": 850,
      "quantity": 1,
      "unit_price": 850,
      "description": "Telehandler, 4-tonne, weekly hire"
    },
    {
      "amount": 420,
      "quantity": 2,
      "unit_price": 210,
      "description": "Generator, 20kVA, weekly hire"
    },
    {
      "amount": 192,
      "quantity": 8,
      "unit_price": 24,
      "description": "Site fencing, per 10m panel, weekly"
    }
  ],
  "subtotal": 1462,
  "tax": 292.4,
  "total_due": 1754.4,
  "file_name": "SiblingA1_Thistlewood_PlantHire_-_Scanned_Twin.pdf"

Scanned-run JSON export with the same extracted fields

Copied from Output file 2 (JSON), lines 1–32

Open the JSON file ↗
Expected vs. Found
✓Expected: Both runs should return the same values, and the digital run should be included here.Found: The twin has no text layer, and both runs return the same extracted invoice values; only the summary wording and file name differ.
Supporting proof
Proof 1Screen recording
Screen recording: collection settings and both document runs
Key moments
Open original ↗
Proof 2Screenshot
Digital Document Overview screenshot with the extracted fields
The tool’s response is printed above, under What the tool returned. Show this screenshotOpen original ↗
Proof 3Screenshot
Scanned Document Overview screenshot with the same fields
The tool’s response is printed above, under What the tool returned. Show this screenshotOpen original ↗
Why this result

The case required identical extraction from the digital invoice and its image-only twin. The twin has no text layer, and both exports match on every graded field, so the product meets that requirement.

Tested by Rugved Nichite · evidence dated 18 September 2026
Limitations of this result

The settings screen cuts off the longer field definitions, so the recording does not show their full wording.

Configuration and setup

How this tool was set up for the run and what the test needed in place. Each row is a fact from the run's records; a fact the records do not hold is left out, not guessed.

Software that produced the output
FutureSmart Document Intelligence
Build or version
Not exposed by the hosted product
Surface
Web app
Set up before the run
One collection and unchanged schema were used for two runs: first the digital invoice, then its image-only twin.
Collection
Plant & Freight Hire Invoices
Site field
The site or location the invoice relates to.
Currency field
The currency all monetary amounts in this document are denominated in, as a 3-letter ISO-4217 code (for example INR, USD, EUR). Read it from the document — a header line such as 'Currency: INR', an explicit symbol, or the…
Field count
11 fields
Tested
18 September 2026 · Rugved Nichite

How this scenario is graded

How we decide Pass, Fail and Not gradable. The same rules apply to every tool tested on this scenario.

How results are decided

Each test case gets one result per tool: Pass, Fail or Not gradable. A test case we haven't run yet shows Untested. There are no partial results.

The rules
  • Pass: the tool did everything the test expected, and nothing it said contradicts the correct answer.
  • Fail: at least one expected behaviour clearly didn't happen; the row says which and quotes the tool.
  • Not gradable: our evidence couldn't settle the outcome (for example a record we needed is missing). It is never counted as a fail, and the row says what's missing.

Where this sits in the benchmark

This page is one cell of a larger study: one tool, one scenario. Only this benchmark's frame appears here.

History of this result

What has happened to this result since it was first published. Runs and grades are never overwritten: a retest or a re-grade publishes a new result and keeps the earlier one readable.

from the publication record
6 October 2026First publishedStructured Document Extraction v1
27 October 2026Updated — retested on not exposed by the hosted service
The result is unchanged: 1 pass · 0 fail. The earlier result stays readable. Read the earlier result →

Act on this result

Nothing filed here edits the run or the grade. A challenge opens a review, and a review can produce a new run or a re-grade — which becomes the current result and leaves this one in the history.

This matches what I see

You run the same kind of test against your own setup and get the same behaviour.

Agree →
This does not match

Yours behaves differently. Tell us what you got, with a screenshot if you have one.

Disagree →
Point out an issue

Something here is wrong — a reference value, a transcription, a grade.

Report an issue →
Request a retest

On a newer build, a larger dataset, or your own setup.

Request a retest →
We have fixed this

Tell us what changed and we schedule a rerun of the failing test case. The old result stays as history.

Vendor notice →
Filed against this evidenceNothing yet. Challenges, counter-evidence and fix notices appear here with their outcome, and stay on the page after they are resolved.
Cite this result
aidemos.com/benchmarks/structured-document-extraction/results/futuresmart-document-intelligence/a-cleanly-scanned-document · 1 pass · 0 fail · coverage 1/1 · graded 2026-10-27

The same record is available as structured data through the AI Demos MCP server, with the counts, the coverage and every per-test-case reason carried as fields.

Verify the proof files

These files support this result. Open a file to inspect the original evidence.

Input 1 · Document (PDF) ↗application/pdf · 78 KB
Input 2 · Document (PDF) ↗application/pdf · 232 KB
Output file 1 (JSON) ↗text/plain; charset=utf-8 · 1 KB
Output file 2 (JSON) ↗text/plain; charset=utf-8 · 1 KB
Proof 2 · Screenshot ↗image/png · 71 KB
Proof 3 · Screenshot ↗image/png · 77 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Proof 1 · Screen recordinga9bfd2c1eed525c85957fb6f951007fb2907293576547730a23ba70a22dff0cd
Input 1 · Document (PDF)fdcf03ac5ee53b083da58166f17fd41e7c72de79a9f3a3f6b67daa1360ddbca9
Input 2 · Document (PDF)6f1cc2a5f5e5e57494671341557d7a53d318b0f62bb8f8536165e1dac1b7a805
Output file 1 (JSON)659cdaaabb1d0b7d7fd6e7acad959d79ee21e56001dbd47a3397717b2065aec3
Output file 2 (JSON)40ec12fcdfd22d115791097d61def49ed9bbf48a506f9ea622392b1adc19bdaf
Proof 2 · Screenshotaef70bbf82455a020ae5a0dce1ae07308c70b9cef22c0ae0b44fd10dca3f759f
Proof 3 · Screenshot77e4eb3920ce788a1bdd8cad192959600d7086be1dea6bfe842ffdc8bb8d4571