For colleges

Give your students the experience
employers actually want.

We partner directly with colleges to bring the DolfynAI proving ground to your campus — turning capable students into engineers who've shipped real AI before they graduate.

The problem we solve for you

Your students learn the theory.
Employers want the experience.

84%
of employers say graduates aren't workforce-ready.
— US Chamber / College Board 2025
30%
of 2025 grads landed a job related to their degree.
— Cengage 2025
77%
of grads say they learned more in 6 months on the job than in their degree.
— Hult / Workplace Intelligence 2025
89%
of HR leaders value real experience over formal education.
— Hult 2025
What partnership brings

A proving ground, on your campus.

Real project experience

Your students build production AI for real users, end to end — guided by industry mentors, not just lectured at.

Stronger placement outcomes

Graduates aligned to the FDE and AI Data Engineer roles — the ones companies are fighting to fill — strengthen your placement story.

Industry connection

A direct line to senior practitioners and, over time, to corporate hiring partners who want your talent.

A differentiated program

Offer something most institutions can't: a selective, build-real AI track that sets your students apart.

We handle the hard parts

We bring the model, the mentors, the real problems, and the evaluation. You bring the students and the campus.

Built for outcomes

Small, selective cohorts focused on producing genuinely job-ready engineers — not enrollment numbers.

How it works

Simple to start. Built to last.

We talk

We learn about your students, your goals, and your placement priorities, and design a fit.

We bring the proving ground to campus

We set up the cohort model, mentors, and real projects — integrated with your program.

Students are selected into cohorts

Capable students go through evaluation and join small, selective cohorts.

They build, ship, and graduate job-ready

Your students leave with real, demonstrable AI experience — and a stronger path to employment.

Now partnering with colleges

Let's build job-ready AI talent
at your institution.

We're onboarding founding college partners now.