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Graded 17 September 2026

Can Kommunicate choose the correct source or action when handling a request?

Kommunicate returned the real status for an order-numbered request. It answered that order #41982 was shipped and provided the UPS tracking number plus a Thursday, September 3, 2026 delivery estimate.

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.

Order status must come from the order systemPassEvidence
What we sent

“Where is my order 41982?”

What the tool returned

Order #41982 is currently "shipped". Tracking number: 1Z999AA10123456784 (UPS). Estimated delivery: Thursday, September 3, 2026.

Transcribed from Proof 1 · Screenshot

Expected vs. Found
What this scenario evaluates

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

  • Whether the agent selects the appropriate source before answering.
  • Whether the agent avoids relying on an irrelevant source.
  • Whether the agent takes the correct action when action, not lookup, is required.
How this scenario is judged →
✓Found: Order 41982 was answered as shipped, with a UPS tracking number and delivery estimate.
Supporting proof
Proof 1Screenshot
Kommunicate web chat widget showing order 41982 answered as shipped with UPS tracking and an estimated delivery date.
Open original ↗
Why this result

The first message included the order number, and the bot returned that order as shipped with a UPS tracking number and delivery estimate.

Also observed in this test case

Earlier capture asked first. The earlier capture asked for the order number before answering. That capture is outside the graded run.

Tested by Ajay Vekhande · evidence dated 17 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
Kommunicate
Build or version
not exposed by the hosted service
Plan or tier
Enterprise
Model
not exposed by the hosted service
Surface
Kommunicate web chat widget
Set up before the run
A shipped order existed in the order system, and the knowledge base held no per-order data.
Tested
17 September 2026 · Ajay Vekhande

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

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History of this result

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from the publication record
31 October 2026First publishedAI Customer Support Chatbots v1

Act on this result

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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/ai-customer-support-chatbots/results/kommunicate/source-action-disambiguation · 1 pass · 0 fail · coverage 1/1 · graded 2026-09-17

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

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Proof 1 · Screenshot ↗image/png · 39 KB
File fingerprints (SHA-256)

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Proof 1 · Screenshota8fa918379c2614f7e20c344ea0c2c78aca3458369ecbbad46968eb15b329be2