Open source · Self-hosted
Conversation QA for voice agents
See exactly why a call passed, or failed. Five dimensions, scored separately, each with the evidence behind it.
$pip install hotato
$hotato start --demo
conversation-test.v1 · support-bot
call 8f2a
Deterministic checksbyte-stable, re-runnable
Outcomerefund posted to the ledgerPASS
Policyrequired disclosure readPASS
Conversationtalked over the caller 1.32sFAIL
Speechlatency within budgetPASS
Reliability20 runs, all heldPASS
Advisorynever gates the verdict
Model judgetone, sent to reviewADVISORY