AI built for
institutional outcomes.
Enrollment under pressure. Retention eroding. Administrative costs compounding. Alumni and donor engagement under-leveraged. The institutions acting strategically now — with a clear outcome and a validated data foundation — will define the next decade.
The numbers tell the story
annual U.S. higher ed operating spend — with massive AI optimization upside
of students who enroll never complete their degree — and AI can change that
enrollment decline at many regional institutions over the past decade
higher application yield when institutions use AI-personalized outreach
Four high-impact opportunity areas
Each engagement begins with an AI Readiness Assessment that confirms your organizational and data readiness. Then we advise on strategy, build the implementation, and stay through launch — alongside your team or on your behalf.
Enrollment Marketing
AI-driven enrollment marketing that increases yield and right-sizes recruitment spend. Predictive scoring, personalized outreach at scale, and funnel diagnostics built into your enrollment CRM — not bolted on.
- Predictive yield modeling by prospect segment
- AI-personalized outreach sequences at scale
- Financial aid optimization modeling
- Competitor and market positioning analysis
- Conversion funnel diagnostics and repair
- ROI attribution for recruitment channels
Student Retention
Early intervention systems that identify at-risk students before they disengage — when intervention is still possible and cost-effective. Built on your LMS and SIS data, FERPA-compliant from day one.
- Early warning systems using LMS and academic data
- Automated advisor alert workflows
- Personalized support resource matching
- Predictive attrition modeling by cohort
- Mental health resource routing (FERPA-compliant)
- Intervention effectiveness tracking and optimization
Administrative Efficiency
Higher ed administrative costs are growing faster than tuition. AI compresses the overhead burden without reducing service quality — targeting the highest-volume, most manual workflows first.
- Intelligent document processing (financial aid, records)
- AI-powered student services (FERPA-compliant)
- Course scheduling optimization
- HR and faculty workflow automation
- Budget forecasting and resource allocation AI
- Accreditation documentation automation
Alumni & Donor Identification
AI-driven advancement intelligence that identifies the alumni most likely to give, segments them by capacity and affinity, and sequences outreach that actually converts. Most institutions have the data — they're not using it.
- Predictive donor scoring and capacity modeling
- Affinity and engagement signal identification
- Alumni segmentation for personalized campaigns
- Lapsed donor re-engagement playbooks
- Major gift prospect pipeline intelligence
- Campaign ROI attribution and channel optimization
How much yield is your counselor ratio costing you?
Enter your enrollment numbers — counselors, prospects, tuition, yield rate. See the revenue gap your ratio creates, and what closes when an AI agent joins your team. No email required.
Client-side only · instant results
Built on university partnerships
Stratagon.ai's approach to higher education is shaped by existing relationships with institutions navigating the exact challenges we help solve. Our team understands the governance structures, the faculty dynamics, and the compliance environment from the inside.
We bring particular depth serving HBCUs and minority-serving institutions — where enrollment and funding pressures are acute and AI strategy can have outsized community impact.
- FERPA compliance expertise built into every engagement
- Experience navigating faculty governance on AI policy
- Deep familiarity with HBCU operational realities
- Relationships at Tuskegee, NCCU, UNC Greensboro, Lincoln University
Compliance isn't an afterthought.
Every AI recommendation we make is reviewed against FERPA, HIPAA (where relevant), and institutional accreditation standards. We've navigated these constraints before — you won't be our test case.
Talk to a Higher Ed SpecialistStart with an assessment.
A free 30-minute call with a higher education AI specialist scopes the right foundation assessment for your institution. No pitch. An honest conversation about what readiness looks like in your context.
Book Your Assessment Call →