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Graded 29 October 2026

Does Respond.io hand a request to a human when the agent cannot resolve it?

Respond.io passed this scenario: when the agent could not handle the account-name change, it handed the customer to a human. The capture shows the bot’s inability statement, the handover note, the reassignment, and the human reply in the same conversation.

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.

Account change no tool, endpoint or policy supportsPassEvidence
What we sent

“I need the name on my account changed.”

What the tool returned

Hi! I couldn't find the account-name change steps in my available information, so I've passed this to a teammate. Someone will assist you shortly.

Transcribed from Proof 1 · Screen recording at 0:01

Expected vs. Found
✓Expected: Says it cannot do the change and hands the customer to someone who can help.Found: It said it could not find the steps, passed the customer to a teammate, showed the handover note, and a human replied in the same chat.
Supporting proof
Proof 1Screen recording
Screen recording: request, handoff, and human reply
Key moments
Open original ↗
Why this result

The available knowledge and actions did not include an account-name change step, so the bot said it could not complete the request and routed the customer to a teammate. The capture shows the request, the handover note, the reassignment, and the human reply.

Also observed in this test case

Handoff visible. The conversation was reassigned to a human, and the internal note told that person what the customer needed.

Tested by Ajay Vekhande · evidence dated 28 October 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
Respond.io
Build or version
Not exposed by the hosted product
Plan or tier
Growth (free trial)
Surface
Web app
Set up before the run
The setup required a knowledge base and action set with no account-name change path.
Agent setup
Cedarline AI agent with the registered KB and action fixture
Tested
28 October 2026 · Ajay Vekhande

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 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
9 November 2026First publishedAI Customer Support Chatbots v1

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This matches what I see

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Cite this result
aidemos.com/benchmarks/ai-customer-support-chatbots/results/respond-io/agent-cannot-resolve-the-request · 1 pass · 0 fail · coverage 1/1 · graded 2026-10-29

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Verify the proof files

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File fingerprints (SHA-256)

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Proof 1 · Screen recordingd20b7786f679ddacf8af62b5de440a4d9215e035877e4b0badce90bc56e2f095