AI Sync Active
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Streamline Transfer Credit
Our proprietary AI compares syllabi, learning objectives and credit hours so transfer evaluation is quick, defensible and seamless.
Onboarding our founding cohort · 2026
The matchmaking marketplace for students & courses
ClassFindr is an AI-powered platform that surfaces available, comparable courses across institutions — filling empty seats, untangling transfer credit, and putting students back on a path to on-time graduation.
Be among the first
We're building this with our founding cohort.
Join the institutions and students who'll shape ClassFindr from day one.
ClassFindr makes a complex system legible — for everyone in it.
Surface every comparable seat
Find open and equivalent courses across institutions, with capacity, modality and term in plain view.
Settle transfer credit instantly
AI compares syllabi, learning objectives and credit hours so evaluation is fast and defensible — no spreadsheets.
Keep students on track
When a plan changes, ClassFindr routes students to the right alternative before time and money are lost.
Institutions
List open & under-filled seats
Advisors
See defensible credit matches
Students
Find the seat they actually need
ClassFindr
AI match
AI match
/ 02 — The opportunity
The numbers higher ed already knows — and the answer it doesn't.
Blocked pathways
50%
of higher-ed students face blocked graduation pathways. 57% spend more time and money waiting on required courses.
Lost transfer credit
$123M
lost each year when earned credits don't carry across institutions.
“
Required courses simply aren't there when students need them — so degrees stall.
— Hechinger Report, 2025
The market
19M+
degree-seeking students in U.S. higher education today.
/ 03 — How it works
One marketplace at the center of it all.
Institutions, advisors, and students all plug into the same matching engine. Here is the loop, end to end.
List seatsInstitutions post capacity
Discover coursesStudents filter & search
Match creditAI checks equivalence
ApproveOne-pass transfer sign-off
EnrollSeats fill, revenue recovers
Graduate on timePlans stay on track
/ 04 — Capabilities
Smarter academic pathways,
Smarter academic pathways,
for both sides of the seat.
Six pain points for students and institutions — solved by one marketplace, at the same time.
Live · 1,284 seats
2
Fill Low-Enrollment Courses
Open under-filled courses to students outside your institution who actually need them to graduate. A win on both sides of the seat.
Acme College
Term Q3 · Recovery
3
Save Millions Annually
Cancelled courses cost institutions roughly $5M each year. Recoup nearly all of that lost revenue by routing students to the right seats.
On-Track · 4-Year Plan
4
Optimized Graduation Path
Help students find the courses they need, when they need them — so timely graduation stops being the exception and becomes the default.
Load Balanced
5
Avoid Faculty Load Issues
Balance course loads across departments and prevent the last-minute scheduling conflicts that quietly burn institutional capacity each term.
Student NPS
Spring '26 cohort
6
Higher Student Satisfaction
Seamless course access and faster credit transfers raise the experience bar — and the retention numbers that follow it.
/ 05 — Insights & Resources
Stories from the messy middle of higher ed.
Latest trends, best practices and field reports from students and institutions navigating real enrollment paths.
The Demographic Cliff Is Here
What higher ed presidents need to do before the enrollment crisis hits.
Read more →The State of Higher Ed: Page’s Corner
Three reflections on clearer student pathways, transfer-credit visibility, and course disruption.
Read more →Figuring Out Transfer Credits Shouldn’t Be This Hard
How AI is turning a bureaucratic hurdle into a strategic enrollment advantage.
Read more →
/ 06 — Validated
The thesis, backed by people who built this category before.
ClassFindr is the ZoomInfo for higher ed — democratizing education in a way that hasn’t been seen before.
Michael ChasenFounder, Blackboard
It bridges empty seats across colleges with affordable course alternatives — solving two critical problems at once.
Tess FrazierFounder, Trustology
A bold disruption of the traditional model: flexible, personalized paths that prioritize skills over outdated systems.
Adam WimmerCEO, Painted Sky Partners
/ 07 — FAQ
The state of higher education, in plain answers.
Clear answers for students, advisors, and institutions navigating transfers, cancellations, and the path to on-time graduation.