Lead scoring & stage detection
Use authorized email and WhatsApp conversations to suggest lead stages, identify payment intent and surface the next follow-up with supporting context.
A connected business process
What we build
- Conversation summaries
- Sales-stage classification
- Intent signals with evidence
- Follow-up reminders
- Human corrections and audit history
How we validate it
Evaluate stage accuracy and missed signals with labeled samples. Low-confidence suggestions go to review; payment intent never substitutes for payment confirmation.