AI Demos Research — the structured-intelligence platform. Every verdict on these pages opens to the execution behind it.
superseded result

This is the result as it was published on 26 October 2026. A newer result replaced it on 27 October 2026; this page is kept so that anything that cited it still resolves. Read the current result →

Graded 26 October 2026

Can FutureSmart Document Intelligence extract an empty set when the document says there's nothing this period?

FutureSmart Document Intelligence passed this empty-set extraction case. It returned damage_exceptions as an empty array, and the document says no damage or exceptions were reported; the overview card omits that 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.

Legitimately empty setPassEvidence
What we sent
InputDocument (PDF)
Freight invoice with shipment details
Open the PDF ↗
What the tool returned
JSON
{
  "summary": "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 damages or exceptions reported.",
  "document_type": "invoice",
  "damage_exceptions": []
}

JSON output with the empty array

Copied from Output file (JSON), lines 1–5

Open the JSON file ↗
Expected vs. Found
✓Expected: A zero-member array with no invented record and no marker text turned into a member.Found: The stored output shows damage_exceptions as an empty array, with no invented record, no string or null, and no marker text as a member.
Supporting proof
Proof 1Screenshot
Overview card hides the empty field
Open original ↗
Why this result

The case required the repeated set to stay empty. The stored output shows an empty array, and the document says no damage or exceptions were reported, so the pass stands.

Also observed on this row

Field left off. The overview card shows only three fields and leaves the empty field out, so the result appears in stored JSON instead.

Tested by Rugved nichite · evidence dated 19 September 2026
Limitations of this result

This screenshot alone does not show the empty field; the stored JSON output does.

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 required array named damage_exceptions was declared to collect damage or delivery exception records, and the product ran it on a document that said none were reported.
Field name
damage_exceptions
Field type
array
Required
true
Field description
The list of damage or delivery exception records reported for the consignment. Empty if the document says none were reported.
Schema location
the product's web app (Settings → Extracted fields)
Tested
19 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
21 October 2026Taken down
The page left the site; nothing was deleted.
26 October 2026Republished
27 October 2026Updated — the page was revised
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

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Point out an issue

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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/the-set-is-legitimately-empty · 1 pass · 0 fail · coverage 1/1 · graded 2026-10-26

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
Output file (JSON) ↗application/json · 0 KB
Proof 1 · Screenshot ↗image/png · 107 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Input · Document (PDF)1bcc6c7b945956c5b6f5a87d223ed3d578a62aa2c56c5fc1e3abedb4cc4de72e
Output file (JSON)2ad53b719ff6452b7617d76f205523b2bb5ffa46b3732fdd3908f9566a3e927e
Proof 1 · Screenshot62f88e3005808d3d57d4f37afb8a6d374027ed70ec964d3900e75594293cf801