AI Demos Research — the structured-intelligence platform. Every verdict on these pages opens to the execution behind it.
Graded 14 September 2026

Can FutureSmart Document Intelligence refuse when content is removed from the source?

After deletion and refresh, FutureSmart Document Intelligence no longer returned the removed document in the query results or citations, and it said the retrieved documents do not identify an approved supplier for the H-clamp bracket. The evidence shows four surviving sections in the after capture, with the deleted document absent from them.

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.

Sole-source document deleted, then queried after a refreshPassEvidence
What we sent

“Who is the approved supplier of the H-clamp bracket?”

What the tool returned
Text
answer: The retrieved documents do not identify an approved supplier for the H-clamp bracket.

Text file showing before-and-after retrievals for the H-clamp supplier query.

Copied from Output file (text), line 340

Open the text file ↗
Expected vs. Found
What this scenario evaluates

These are scenario-level criteria. Each test case's Expected and Found are listed separately.

  • Whether the content was returned successfully before it was removed from the source.
  • Whether the removed content is still returned after the source no longer contains it.
  • Whether the system stops surfacing the removed content once removal has taken effect.
How this scenario is judged →
✓Found: The removed document disappeared from results and citations, and the answer said no approved supplier was identified.
Supporting proof
Proof 1Screenshot
Notebook cell screenshot showing the pre-delete answer names Ardwyn Fabrication.
Open original ↗
Proof 2Screenshot
Notebook cell screenshot showing the post-delete query returns no approved supplier and omits the deleted id.
Open original ↗
Why this result

The post-delete query returned only the remaining documents, with the removed document’s id and supplier name absent. The answer therefore said no approved supplier was identified, matching both the disappearance and the fallback response.

Also observed on this row

Queued delete job. Delete status stayed queued for about 30 seconds even after the removal took effect in the documents list and retrieval. A caller watching only the status would think the refresh had not finished.

Refusal names retrieved docs. The answer refers to the retrieved documents, not the whole collection. That wording matches the evidence because it only claims what the retrieval showed.

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
Surface
Python notebook
Set up before the run
An indexed document had been deleted from the source, so it was the only source for the fact, and the update path ran to completion before the fact was asked for.
Tested
By 8 September 2026 · Vivek Tomar

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
23 October 2026First publishedManaged RAG v1

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/managed-rag/results/futuresmart-document-intelligence/content-is-removed-from-the-source · 1 pass · 0 fail · coverage 1/1 · graded 2026-09-14

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.

Proof 1 · Screenshot ↗image/png · 136 KB
Proof 2 · Screenshot ↗image/png · 287 KB
Output file (text) ↗text/plain · 17 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Proof 1 · Screenshot44fb6e8fdc8f69f4a65d793aa9d2c11bf797760737c3500b7517b024b1ed93cb
Proof 2 · Screenshot88192581d9481f467d34cc48d3f212389ba9a2e427bc03991a01146b0e0f8388
Output file (text)a3dab59e49691aed2f7ffbb1556d4ecf716d515065b1828222eb4d7680b12a37