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 use a supplied definition to resolve which value fits the field name?

FutureSmart Document Intelligence passed this case by returning the consignment reference instead of the more prominent invoice number. The saved instruction explicitly excluded the invoice number, the output was CFS-CN-40821, and the invoice number appeared repeatedly in the document.

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 is based on this test case.

Definition overrides the prominent numberPassEvidence
What we sent
InputDocument (PDF)
Input PDF with two candidate reference numbers
Open the PDF ↗
What the tool returned
Text
CFS-CN-40821

Exported JSON with the extracted fields

Copied from Output file (JSON), reference_number

Open the whole JSON file ↗
Text
This document is an invoice from Calderwood Freight Services to Vantage Retail Distribution for the transport of goods from Leeds to Portsmouth. It confirms the successful delivery of the consignment on March 7, 2026, with no reported damages or exceptions.

Copied from Output file (JSON), summary

Expected vs. Found
✓Expected: The definition-selected value; returning the more prominent candidate fails.Found: The output returned CFS-CN-40821, matching the saved instruction that excluded the invoice number.
Supporting proof
Proof 1Screen recording
Screen recording of the field definition and extracted result
Key moments
Open original ↗
Proof 2Screenshot
Screenshot of the results panel showing the extracted fields
Open original ↗
Why this result

It is a pass because the field instruction selects the consignment reference and excludes the invoice number, and the output returned CFS-CN-40821 instead of the repeated invoice number.

Tested by Rugved Nichite · evidence dated 18 September 2026

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
A field name had two plausible values, and only the supplied capture instruction chose between them. The product was asked to extract that field as text.
Capture instruction
The consignment reference number — the identifier tied to the physical shipment. This is NOT the invoice number, even though the invoice number appears more prominently (labelled, and repeated in the footer of every page).
Read-as type
Text
Configuration
One added field, reference_number, read-as Text, carrying the quoted capture instruction; document_type and summary are the product's built-in 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 test case's result says which one 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 test case's result 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
21 October 2026Taken down
The page left the site; nothing was deleted.
26 October 2026Republished
1 November 2026Updated — retested
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

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This does not match

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Point out an issue

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We have fixed this

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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/the-value-needs-a-supplied-definition · 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 · Document (PDF) ↗application/pdf · 118 KB
Proof 2 · Screenshot ↗image/png · 65 KB
Output file (JSON) ↗application/json · 0 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Input · Document (PDF)1bcc6c7b945956c5b6f5a87d223ed3d578a62aa2c56c5fc1e3abedb4cc4de72e
Proof 1 · Screen recording15bc4993c352210a5b51c92a02663058759145ea71dc174a4b1f3344083832f6
Proof 2 · Screenshotd4f35933a600eb13434a363f7fc7d5881de91cef4da1bf1c938b753a80f4a7b3
Output file (JSON)5fd7a0dae458b821b0249bf2d746842bd06781e9e853f12ff142f1b28ed17613