Programming Tech Brief By HackerNoon

This story was originally published on HackerNoon at: https://hackernoon.com/smart-deal-progression-turns-conversations-into-crm-updates-define-the-evidence-contract-first.
Implement Smart Deal Progression with evidence rules, semantic field definitions, uncertainty states, and tests before automating consequential CRM updates.
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Track the transformation from conversation to transcript, claim, proposed property and downstream action. Test negation, conditions and conflicting evidence; measure decision quality instead of field completion.

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