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Rebuilding an AI Lead Qualification Workflow with Jev as the Decision Layer

The author replaced an LLM with Jev as the decision layer for lead qualification, with Jev returning structured probabilities for clear need, defined budget, start soon, and buying intent.

I rebuilt my AI lead qualification workflow with Jev as the decision layer. Before, an LLM was responsible for deciding whether a lead was HOT, WARM or COLD. Now Jev returns structured probabilities for: → clear need → defined budget → start soon → buying intent Then a

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