Evidence · first-party tested

The routing output omits production metadata fields: there is no ticket ID, no SLA timer for the high-priority window, and no sentiment score in the structured result.

✗ FailedGumloop →
Output — unretouched
tool output
The observation

The routing output omits production metadata fields: there is no ticket ID, no SLA timer for the high-priority window, and no sentiment score in the structured result.

Criterion: Structured output · Scenario: Angry duplicate-charge customer routing case (group: customer-routing)
Query this
get_evidence({
  tool: "gumloop",
  scenario: "customer-routing"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Same input, other tools
Dust ✓ WorkedPickaxe ✓ WorkedRelevance AI ✗ FailedZapier AI Agents ✓ Worked
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com