AtomicX
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DESIGN

Humans in the loop

AT
Aiko Tanaka
APR 7, 2026 · 7 MIN
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Every chat agent gets stuck eventually. The good ones know it. The great ones hand off without making the visitor feel handed off.

There are two ways a chat agent can fail. The first is the obvious one: it makes something up and the visitor catches it. The second is subtler: it hands off clumsily, and the visitor feels like they've been dumped.

The two-strike rule

AtomicX has a built-in two-strike rule: if the agent can't resolve a query in two consecutive exchanges, it routes to a human. This isn't configurable — it's baked into the brand voice.

The warm handoff

When we route to a human, we pass the full conversation transcript, the visitor's intent (as the agent understood it), and a confidence score. The human picks up where the agent left off, without asking the visitor to repeat themselves.

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