1️⃣ Identify the Problems You Want AI to Solve
Find the questions your admissions team answers again and again, from financial aid to housing to orientation.
How to Buy AI:
A Sourcing Playbook for Private Colleges and Universities
Personal attention is what sets your institution apart. The right AI protects it. The wrong AI puts it at risk. This six-step playbook shows you how to define the problem, check readiness, and set a measurable target before you sign anything.
95% of AI Pilots Stall. Don't Let Yours Cost You the Personal Touch.
Families choose a private college for the attention their student will get. Any AI you buy has to protect that.
That's a tall order with a lean admissions team and systems that grew piece by piece over many years. Staff already jump between the CRM, SIS, and financial aid platform to answer one question, and a tool that adds another screen won't help.
Most pilots don't make it. One MIT study found 95% of enterprise generative AI pilots stall before they deliver measurable results (MIT NANDA, 2025).
This playbook helps you buy AI that handles routine work, so counselors have more time for the conversations that win students.
Define the Job Before the Demo
Your admissions team may be trying to:
✔ Answer the same financial aid, housing, and orientation questions without losing the personal touch
✔ Find a student's full story without switching between your CRM, SIS, and financial aid platform
✔ Keep deposited students engaged all the way to the first day of class
✔ Know which admitted students need more attention before the enrollment deadline
Start there, and you'll know what to ask every vendor before the first demo.
Inside the Private College Playbook
Six steps for leaders who want AI to protect the personal experience their institution is known for. Each step includes admissions and yield examples.
2️⃣ Assess AI Readiness and Pick a Starting Point
Start with what you already have, like years of inquiry emails, chat logs, and campus visit history.
3️⃣ Define Success for Your AI Solution
Set a target tied to yield, like raising admitted-to-enrolled rates from 29% to 35%.
4️⃣ Find the Right AI Tools
Look for AI that flags disengaged admits and drafts outreach, while counselors keep the relationship.
5️⃣ Design the Perfect Pilot Using Imperfect Conditions
Pilot on a mix of real admitted-student journeys, not one ideal path to enrollment.
6️⃣ Buy for Adoption, Not Optics
Show counselors how AI clears admin work so they can stay at the center of student conversations.
A Closer Look at the Private College Playbook
At a private institution, every admitted student matters. A slow answer about financial aid or housing can be the difference between a deposit and a decline. This playbook is written for admissions and enrollment leaders who want AI to help with that. It covers how to spot students who are drifting, how to set yield and melt targets, and how to test tools inside the workflows your counselors already use. The aim is simple. Let AI handle the routine work so your people can focus on the conversations families remember.
What Buying With a Plan Means for Yield
AI that protects the personal experience families choose you for.
✔ Stronger yield. Set admitted-to-enrolled targets and pick tools that can move them.
✔ Less melt. Keep deposited students engaged through orientation and the first day.
✔ Faster answers for admits. Respond to financial aid and housing questions before deadlines hit.
✔ Outreach in your voice. Make sure AI drafts sound like your institution.
✔ Counselors who stay on board. Show staff that AI takes the busywork and leaves the relationships to them.
How to Buy AI: A Sourcing Playbook for Private Colleges and Universities
A six-step sourcing playbook for private college and university leaders choosing AI that gives staff more time for the conversations that matter most.