Deploy purpose-built AI agents that personalize donor outreach, accelerate major gift pipelines, and deepen alumni engagement — all on your own infrastructure with zero vendor lock-in.
Research universities manage alumni populations in the hundreds of thousands, yet advancement teams remain understaffed relative to the scale of relationship-building required.
Siloed data across legacy SIS, CRM, and LMS platforms makes it nearly impossible to build a unified donor profile or trigger timely, personalized outreach at scale.
Annual giving response rates are declining while major gift cycles grow longer. Advancement offices need intelligent automation that respects compliance boundaries and integrates with existing systems like Banner, Salesforce, and Blackboard.
Alumni giving history, engagement signals, and academic records live in disconnected platforms — Banner, Salesforce, Canvas — making unified donor intelligence nearly impossible.
74% of advancement teams cite data silos as their top barrier to personalized outreachNational alumni giving participation at research universities has dropped below 10% on average, driven by generic mass communications that fail to resonate with diverse alumni segments.
Average alumni participation rate fell from 18% to 8% over the past decade (CAE)Gift officers spend up to 40% of their time on administrative tasks — research, briefing prep, and follow-up logging — leaving less time for high-value relationship cultivation.
Gift officers spend ~40% of time on non-relationship tasks (AFP research)Homecoming, reunions, and regional events generate significant cost but weak follow-through. Without intelligent post-event nurture sequences, engagement momentum is lost within days.
Only 22% of event attendees make a gift within 12 months without structured follow-upResearch universities face FERPA constraints on using student data for advancement purposes, creating legal exposure when AI tools operate outside institutional infrastructure.
FERPA violations can result in loss of federal funding — a critical risk for R1 institutionsPurpose-built agents analyze giving history, engagement signals, event attendance, and alumni career data to surface high-propensity donors and prioritize gift officer outreach in real time.
Agentic workflows generate hyper-personalized outreach sequences — email, SMS, and landing pages — tailored to alumni segment, graduation year, college affiliation, and giving history.
AI agents automatically compile prospect briefings, surface news mentions, LinkedIn updates, and philanthropic activity, delivering gift officers a ready-to-use dossier before every meeting.
Intelligent agents track alumni engagement across touchpoints — events, giving, volunteering, mentoring — and trigger re-engagement workflows when alumni go dormant.
Agentic Video and content tools capture event highlights, generate personalized post-event recaps, and launch automated nurture sequences to convert attendees into donors.
Agents run on your infrastructure and integrate natively with Banner, Salesforce CRM, Blackboard, and PeopleSoft — ensuring FERPA compliance and eliminating third-party data exposure.
Audit existing advancement data sources, map CRM and SIS integrations, define compliance boundaries, and establish the unified alumni data layer on institutional infrastructure.
Configure donor propensity scoring agents, annual giving campaign agents, and major gift briefing agents. Pilot with a defined alumni segment and one active giving campaign.
Expand agents across all advancement workflows — alumni engagement lifecycle, event management, and post-event nurture. Train advancement staff on agent oversight and optimization.
Analyze campaign performance, refine propensity models with new giving data, and expand personalization depth. Establish quarterly review cadence for agent performance and compliance audits.
Mass email blasts sent to all alumni with generic messaging and low personalization
AI agents deliver individualized outreach sequences based on giving history, college affiliation, and engagement signals
Gift officers spend 3-5 hours manually researching each prospect before meetings
AI briefing agents deliver comprehensive prospect dossiers automatically, reducing prep to under 30 minutes
Lapsed donors receive the same annual fund appeal as active donors with no differentiation
Engagement lifecycle agents detect dormancy and trigger personalized re-engagement journeys with relevant impact stories
Post-event thank-you emails sent days later with no personalization or giving ask strategy
Agentic Video generates personalized event recaps within hours; nurture agents launch giving sequences within 24 hours
Alumni data scattered across Banner, Salesforce, and spreadsheets with no unified view and FERPA exposure risk
Unified alumni intelligence layer runs on institutional infrastructure with full FERPA compliance and audit trails
The core platform for building, deploying, and managing purpose-built advancement agents — including donor propensity scoring, alumni engagement lifecycle orchestration, and major gift briefing agents — all running on institutional infrastructure.
Powers personalized annual giving campaign materials, donor impact reports, alumni newsletters, and major gift proposals — automatically adapted to each alumni segment, college affiliation, and giving history.
Captures and repurposes advancement events — homecoming, donor recognition, research showcases — into personalized video content for post-event nurture sequences and alumni re-engagement campaigns.
See how ibl.ai deploys AI agents you own and control—on your infrastructure, integrated with your systems.