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Stakeholder Sentiment · Agent 07 · Operations AI | Aubree
Agent 07 · Relationship Intelligence · Operations AI

Your Donors Are
Leaving Breadcrumbs.

Every email opened without clicking. Every survey answered with distance. Every event quietly skipped. Stakeholder Sentiment reads all of it and flags the relationships that need attention before they are gone.

Your donors, volunteers, and staff are signaling disengagement in every interaction they have with your organization. Most of those signals are invisible to your current systems. Stakeholder Sentiment follows them.

  • Hundreds of stakeholder communications analyzed across a 90-day window.
  • Pre-lapse behavior detected: declining clicks, skipped events, language shifts.
  • Explicit disengagement signals flagged within 72 hours.
  • 3% flagged for immediate attention. The other 97% confirmed healthy.
90 days Analysis window
72 hrs Signal to flag
3% Flagged for action
Early Before attrition
Get Started

Your CRM Records What Happened. It Cannot Read What Is About to Happen.

A donor stops clicking your emails three months before they stop giving. A volunteer's survey language shifts from enthusiastic to neutral six weeks before they step back. A major gift prospect attends one less event per quarter for two quarters in a row.

Every one of these is a signal. None of them appear in a lapsed donor report because none of them have lapsed yet. By the time they show up in your data, the window to act has already closed.

Stakeholder Sentiment was built to read the signal before the record catches up. Smaller organizations with fewer communications get cleaner signals, not weaker ones. Every data point counts.

What Stakeholder Sentiment Sees Across Your Donor Base

Stakeholder Sentiment Analysis · 90-Day Window
Operations AI · Agent 07 · Relationship Intelligence
847
Communications Analyzed
13%
Showing Disengagement
3
Flagged for Immediate Action
Sarah Chen
Major Donor · 4-year relationship
Opens emails. Stopped clicking 3 months ago. Pre-lapse behavior. This signal would have been invisible in your CRM.
Immediate Action
Robert Kim
Mid-Level Donor · 2-year relationship
Survey response: "I am not sure my gifts are making a difference." Explicit disengagement language. Flagged within 72 hours.
Immediate Action
Marcus Johnson
Volunteer · 18-month relationship
Event attendance declining. Missed last two sessions without notice. Engagement cadence shifting away from previous pattern.
Monitor Closely
Jennifer Torres
Board Member · 3-year tenure
Engagement stable. Meeting attendance consistent. Survey language positive. No signals of concern detected.
Healthy

Every Channel. Every Signal. One Dashboard.

Email Engagement Analysis

Open rates are a baseline. Stakeholder Sentiment reads click behavior, response patterns, and engagement cadence over time. A donor who opens but never clicks for three consecutive months is showing a signal your email platform is not built to surface.

Event Attendance Tracking

A donor who attended every gala for four years and skipped the last one is not necessarily disengaging. A donor who skipped the last two and stopped RSVPing is. Stakeholder Sentiment knows the difference and flags the pattern, not the data point.

Survey Language Detection

The difference between "My gifts feel impactful" and "I am not sure my gifts are making a difference" is not captured in a satisfaction score. Stakeholder Sentiment reads the language of every survey response and flags the shift before it becomes a lapse.

90-Day Behavioral Window

Single data points mislead. Patterns reveal. Stakeholder Sentiment analyzes 90 days of behavior across every touchpoint simultaneously, identifying the trajectory of each relationship rather than the snapshot of any single interaction.

72-Hour Flag Response

When Robert Kim's survey language signals disengagement, the development director receives the flag within 72 hours. Not at the next reporting cycle. Not when someone remembers to pull the data. The window to act is still open.

Your Donors Are Leaving Breadcrumbs.

This follows them.

Every signal your current systems miss is a relationship at risk. Stakeholder Sentiment was built to read what your CRM records after the fact, before the fact.

From Invisible Risk to Early Intervention

Without Stakeholder Sentiment
  • Disengagement detected when the donor stops giving
  • Email behavior read as open rate only, clicks ignored
  • Survey responses aggregated into scores, language unread
  • Event attendance tracked but patterns not analyzed
  • Development director learns about Sarah Chen from a lapsed donor report
  • Robert Kim's survey language never surfaces to anyone
  • Re-engagement attempted post-lapse at less than 15% success rate
With Stakeholder Sentiment
  • Pre-lapse signals detected 60 to 90 days before giving stops
  • Click behavior, cadence, and pattern analyzed across 90 days
  • Survey language read and flagged for explicit disengagement signals
  • Event attendance patterns tracked and compared against relationship baseline
  • Development director receives Sarah Chen alert while the window is open
  • Robert Kim flagged within 72 hours of survey response
  • Intervention happens before the lapse, not after

What Early Intervention Produces

847
Stakeholder communications analyzed in a single 90-day window
72 hrs
From explicit disengagement signal to development director flag
90 days
Behavioral analysis window across every touchpoint simultaneously
3%
Flagged for immediate action so your team focuses on exactly the right relationships

What Is Your Current Early Warning System for Donor Disengagement?

If the answer is nothing, this is it.

Your Donors Are Signaling Right Now. Are You Reading It?

Get started and see Stakeholder Sentiment running against your donor base.

Get Started
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