Module 10
Full Data
Revenue Leakage & Anomaly Detection
Revenue GrowthDonor RetentionOperational EfficiencyGovernance & Compliance
18 Q&A cards
9 cognitive functions
Cognitive Functions
Leakage Summary DashboardFailed Payment Recovery QueuePledge Write-Off RecommenderLeakage Trend AnalyzerRecovery ROI CalculatorTransaction Outlier FlaggerVelocity Anomaly DetectorRecovery Method ComparatorDonation Funnel Analyzer
Q&A Cards
LEK-001
LEK-002
LEK-003
LEK-004
LEK-005
LEK-006
LEK-007
LEK-008
LEK-009
LEK-010
LEK-011
LEK-012
LEK-013
LEK-014
LEK-015
LEK-016
LEK-017
LEK-018
How much revenue leaked this quarter?
What is the refund rate trend?
What's the breakdown of leakage by type?
How many failed recurring payments need recovery action?
Which failed payments are most likely recoverable?
Which delinquent pledges should we write off?
Is leakage getting better or worse over time?
What's the ROI on our recovery efforts?
How much did we recover last quarter and how?
How many online donations were abandoned before completion?
What percentage of gross revenue are we losing to leakage?
Which recovery method has the highest success rate?
Are there any unusual transactions this week?
Were any large gifts from unknown donors this week?
Did we get an unusual spike in online giving?
Has any metric moved more than 2 standard deviations this month?
What is the recovery rate by method over time, and what's the cost of each?
Where in the online donation funnel are we losing people — by page, step, and device?