Prayog AI Predictive Intelligence
Continuous Machine LearningAI deal probability calculations, donor churn early warnings (LYBUNT / SYBUNT), and optimal omnichannel contact times.
Analyzed Records
148 Deals & Donors
Real-time signal scoring
Predictive Accuracy
94.6%
Validated vs historical outcomes
Donor Churn Alerts (LYBUNT)
12 At-Risk Donors
Automated re-engagement queued
Preserved Giving Value
₹8,50,000
Recovered by proactive outreach
Live Prayog AI Prediction Stream & Factor Breakdown
Deal Pipeline Win Probability
Tata Trusts CSR Grant (₹ 45L)
Score: 94/100 · Very High Probability
Scoring Signal Breakdown
- +25: WhatsApp reply within 12 mins with positive MOU feedback
- +20: PAN and CSR-1 registration verified
- +15: Board meeting scheduled for 28 Oct
Recommended Next Best Action
Send final drafted MOU with Prayogbharti Section 80G and 12A exemption appendices
Best Time to Contact: Today between 4:00 PM and 5:30 PM IST
Donor Churn Risk Assessment
Dr. Rajeshwar Rao (Major Giving Donor)
Score: 96/100 · Highly Retained (Zero Churn Risk)
Scoring Signal Breakdown
- +30: 8 contributions made across last 24 months
- +25: Attended both annual philanthropy galas
- +15: Active mentor in Vidyasetu youth coding track
Recommended Next Best Action
Invite to present keynote at National Civic Impact Summit 2026
Best Time to Contact: Saturday morning at 10:30 AM IST
Donor Retention Risk (LYBUNT Warning)
Suresh Godbole (Sustaining Donor - ₹ 50k/yr)
Score: 42/100 · Moderate Churn Risk (Inactive for 9 Months)
Scoring Signal Breakdown
- -20: No gift recorded in last 280 days (previously quarterly contributor)
- -10: Last 2 automated emails unopened
- +10: WhatsApp broadcast delivered successfully
Recommended Next Best Action
Trigger personalized WhatsApp message from Lead Trustee with video message of students supported
Best Time to Contact: Tomorrow at 11:15 AM IST
Deal Pipeline Velocity
Infosys Foundation Skill Lab Proposal (₹ 25L)
Score: 72/100 · Healthy Velocity
Scoring Signal Breakdown
- +20: Proposal deck viewed 3 times by 2 distinct IP addresses
- +10: Inquired about student certification metrics
- -5: Decision committee meeting in 3 weeks
Recommended Next Best Action
Send Vidyasetu student placement success metrics & video testimonials
Best Time to Contact: Thursday at 3:00 PM IST