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superseded result

This is the result as it was published on 23 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 9 October 2026

Can FutureSmart Document Intelligence correct a field value?

FutureSmart Document Intelligence did not let the corrected value reach the stored record. The overview and document view showed plain-text fields with no edit control, and the stored receipt number stayed RHS-70234 while RHS-99999 never appeared.

1 of 1 test case failed

Every test case in this scenario has a result.

Pass rate0%0 of 1 gradable
Coverage1 of 1test case with a result
0PassNo test case passed.
1FailMissed at least one thing it was expected to do; the reason and proof are on the row.
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.

Corrected value reaches the stored recordFailEvidence
What we sent

In the document view, we double-clicked the Receipt Number field, which read RHS-70234, and typed RHS-99999.

InputDocument (PDF)
PDF receipt: the baseline document used for extraction.
Open the PDF ↗
What the tool returned
JSONline 1, line 70, line 91 of the file · copied line 70
{
  …
  "receipt_number": "RHS-70234",
…
}

Text export: the receipt number stayed unchanged.

Copied from Output file (JSON), line 70

Open the JSON file ↗
Key momentsline 70
Expected vs. Found
✗Expected: The stored record should keep the corrected value and leave everything else unchanged.Found: The document view had no edit control; the receipt number stayed RHS-70234, and RHS-99999 did not appear in the view or the stored JSON.
Supporting proof
Proof 1Screenshot
Overview screenshot: eight plain-text fields and the receipt number.
Open original ↗
Proof 2Screenshot
Document view screenshot: no edit control and the receipt number stayed unchanged.
Open original ↗
Why this result

The case required the corrected value to be stored with nothing else changed. The evidence shows no edit control, no changed field in the view, and the stored record still kept RHS-70234 instead of RHS-99999, so the correction did not reach storage.

Also observed on this row

Per-field magnifier. The only field-level control is a magnifier that highlights the extracted value.

Tested by Rugved nichite · evidence dated 6 October 2026
Limitations of this result

The attempt itself is not shown; the captures show only the states before and after it.

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 document and schema had to be loaded first. In the review screen, the returned field was to be changed to another valid value, then the record read back.
Tested
6 October 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
2 October 2026First publishedStructured Document Extraction v1
3 October 2026Taken down
The page left the site; nothing was deleted.
23 October 2026Republished
27 October 2026Updated — the page was revised
The result is unchanged: 0 pass · 1 fail. The earlier result stays readable. Read the earlier result →

Act on this result

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This matches what I see

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

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This does not match

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Point out an issue

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

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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/correct-a-field-value · 0 pass · 1 fail · coverage 1/1 · graded 2026-10-09

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 · 7 KB
Proof 1 · Screenshot ↗image/png · 72 KB
Proof 2 · Screenshot ↗image/png · 111 KB
Output file (JSON) ↗text/plain; charset=utf-8 · 3 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Input · Document (PDF)1f464ae863aadb1682805b8ee3fdd8b368a2ddd4e0f602e1cb194640b9253302
Proof 1 · Screenshot490f21fce40e624caa0ca8eadbd43c6fa755a340c006ba15f7a14a036924b27f
Proof 2 · Screenshota21543b8e5f94bda8c6cff1bc35983044c0c23bb0e2458f64d4f364804fcf226
Output file (JSON)fbda520ba233a5d756896d1caf8b40b8284b7bcde4a4bc7954ef5f523fb7b82f