ROUTEBusiness workflows
LeadFlow CRM Workflow
Sandeep Panem@PanemSandeep
LeadFlow is a hybrid machine learning and decision-model CRM workflow that interprets customer requests, identifies uncertainty, and determines when to involve a human, using calibrated XGBoost scoring and Jev for typed semantic decisions.
What if an AI workflow could interpret a customer request, expose uncertainty, and know when to hand control to a human?
I built LeadFlow: a hybrid ML + decision-model CRM workflow. It combines calibrated XGBoost scoring with @typesafeai’s Jev for typed semantic decisions x.com/PanemSandeep/status/2101205023959154