[KongchangAI]
Unverified50% confidenceSolutionExact time

A reliable AI outbound calling system should constrain its flow with an explicit state machine, with each state transition recording the actor, timestamp, reason, previous state, new state, policy version and evidence reference, and rejecting invalid transitions (for example, a late webhook must not roll back a closed call).

1
Sources
50%
Confidence
Long-term
Relevance
10/18/2026
First Seen

Sources

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MCP
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