04

Action Routing

jev primitiveChoice + Noul + Score (one call)
labelsrefund_autorefund_confirmroute_queuehumanblock
dataset20 labeled rows
tracingone call, not traced

Turns a support ticket into one action: refund automatically, refund after confirmation, deny by policy, route to a team, or hand to a human. Jev answers three questions in one call: intent (Choice), policy support (Noul) and churn risk (Score). Counting and dates are computed in code, a pure policy decides, and the graph's conditional edge is the only way to reach each action node. The baselines read the policy in prose and pick the action themselves. Measured: accuracy and cost, plus proof that an auto-refund can only happen on its edge.

With Jev

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Without Jev

LLM · CODE
Examples

Calls Jev and every baseline for real. Nothing is saved.