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Graded 8 October 2026

Can FutureSmart Document Intelligence keep a simple table’s values under the right headers?

FutureSmart Document Intelligence passes this simple-table scenario in the checked case. The table shows Extended / Out-of-hours callout at 487, and the grounded answer gives the same amount. The captured table also shows the nearby values in the same section.

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.

Table value asked by its row and column labelsPassEvidence
What we sent

“What is the out-of-hours callout charge on an Extended cover contract?”

What the tool returned
Text

<table>
  <tr>
    <th>Cover level</th>
    <th>Weekday callout</th>
    <th>Out-of-hours callout</th>
    <th>Offshore day rate</th>
  </tr>
<tr>
    <td>Standard</td>
<td>216</td>
<td>352</td>
<td>1,140</td>
  </tr>
<tr>
    <td>Extended</td>
<td>284</td>
<td>487</td>
<td>1,265</td>
  </tr>
<tr>
    <td>Critical</td>
<td>331</td>
<td>615</td>

Text capture of the retrieval result and grounded chat answer for the same question.

Copied from Captured file (text), lines 35–58

Open the text file ↗
Key momentslines 35–58
Text
answer: The out-of-hours callout charge for an **Extended** cover contract is **£487**, excluding VAT.

Copied from Captured file (text), line 195

Expected vs. Found
✓Expected: The value must match the correct row and column, not a neighbouring row’s value.Found: The table shows Extended / Out-of-hours callout = 487, and the chat answer gives the same amount.
Supporting proof
Proof 1Screenshot
Notebook cell showing the chat request, top retrieved sections, and the same answer.
Open original ↗
Why this result

The table evidence shows Extended / Out-of-hours callout at 487, and the grounded answer gives the same amount. The nearby values are also visible in the same table section, so the row-and-column match holds.

Tested by Vivek Tomar · evidence dated 8 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
v1
Surface
API
Set up before the run
The table needed at least two rows and two named columns, with the target value appearing only in the table. The system was then asked for that value by its row and column labels.
Tested
8 September 2026 · Vivek Tomar

How this scenario is graded

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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

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History of this result

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from the publication record
23 October 2026First publishedManaged RAG v1

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Cite this result
aidemos.com/benchmarks/managed-rag/results/futuresmart-document-intelligence/a-simple-clearly-formatted-table · 1 pass · 0 fail · coverage 1/1 · graded 2026-10-08

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.

Captured file (text) ↗text/plain; charset=utf-8 · 40 KB
Proof 1 · Screenshot ↗image/png · 376 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Captured file (text)d1a10ae68202ea5b1e78863234aff27b18cbab7fc570828eae84382c232bd12a
Proof 1 · Screenshot7b7455ba98103f25afe2ad4a673db3daba05f7c232f71278bfd6c2858dd81a22