Insights Dashboard

The Insights Dashboard is your window into what AI4Love's 7 nightly agents have discovered about your supporter base. It visualizes patterns, risks, and opportunities that would take hours of manual analysis to uncover.

Visualization Suite

The Insights Dashboard presents AI-generated analysis through interactive charts and cards:

Risk vs. Value Scatter Plot - See which supporters are high-value but at-risk, helping you prioritize outreach
Risk Factor Breakdown - Understand the specific factors driving engagement decline across your base
Channel Effectiveness - Compare which engagement channels (In-person, Online, Mail, Phone) drive the strongest results
Confidence Distribution - See how confident the AI is in its pattern detections across all insights
Event ROI Analysis - Evaluate which events deliver the most engagement per investment
At-Risk Alert Feed - Real-time stream of supporters flagged by the At-Risk Detection agent

AI Agent Distribution

Track the volume and type of insights generated by each of the 7 agents:

Agent Distribution Chart - See which agents are generating the most insights
Timing Heatmap - Understand when insights are generated and how they cluster
Pattern Categories - Browse insights by pattern type (at-risk, conversion, recognition, etc.)

Insight Cards

Each AI-generated insight appears as an actionable card with:

Headline - A clear, narrative summary of what was detected
Pattern Type - Which agent generated the insight and what category it falls into
Confidence Level - How strong the underlying signal is
Associated Supporter - Which person this insight relates to
Recommended Action - What your team should consider doing next

Four Dashboard Views

AI4Love organizes its intelligence across four complementary dashboards:

Pulse - Unified participation analytics with 12-month trend charts
Insights - AI-generated analysis visualizations (this page)
Nurture - Segment health management with 5 health buckets
Connect - Relationship prioritization with Celebrate/Reconnect/Appreciate actions

Export and Reporting

Share insights with your team and stakeholders:

PDF Reports - Generate formatted reports for board presentations
CSV Export - Download data for further analysis in spreadsheets
Mobile Responsive - Access insights from any device