Donor Intelligence & Impact Reporting Platform
Designed a unified donor relationship and impact measurement platform managing $180M in philanthropic grants, boosting donor retention by 23%.
$180M Grants Managed+23% Donor RetentionAutomated Reporting
Key Takeaways
- Unified CRM and grant lifecycle management connected $180M in disbursements directly to verified field outcomes.
- Automated board and donor report generation compressed quarterly reporting cycles from 6 weeks to 2 days.
- Churn prediction models flagged at-risk major donors, improving annual donor retention from 61% to 75%.
The Challenge
An international non-profit distributing $180M across 45 countries tracked donors in spreadsheets and field results in localized databases. Producing quarterly board reports required 6 weeks of manual data reconciliation, while donor retention dropped from 72% to 61%.
Architecture & Technical Approach
- Unified Donor CRM: Tracks touchpoints, donation histories, and predicted churn scores calculated via logistic regression models.
- Grant Lifecycle Module: Automates application review, disbursements, and financial syncing with Sage Intacct accounting software.
- Impact Analytics Engine: Standardizes field metrics mapped to UN Sustainable Development Goals, calculating real-time cost-per-outcome metrics.
Quantitative Benchmarks & Results
| Non-Profit Metric | Fragmented Spreadsheets | Unified Impact Platform | Strategic Gain |
|---|---|---|---|
| Annual Donor Retention Rate | 61.0% | 75.2% | +23.3% Retention Lift |
| Quarterly Report Preparation Time | 6.0 Weeks | 2.0 Days | 95.2% Time Savings |
| Weekly Data Reconciliation Effort | 20 Hours/Week | Zero (Automated) | 100% Manual Work Eliminated |
| Cost-Per-Outcome Visibility | None (Post-Hoc Estimates) | Real-Time by Programme | Complete Financial Transparency |
Production Reliability & Lessons Learned
Generating personalized impact reports highlighting the exact community outcomes funded by a specific donor drove the majority of the retention increase.