A dean told me last month: “We know our programs develop great thinkers. We just can’t prove it to anyone.”
Not to parents writing tuition checks. Not to employers asking if graduates are job ready. Not to accreditors demanding evidence of career-connected learning.
Tolstoy wrote that everyone thinks of changing the world, but no one thinks of changing himself.
Higher ed has a version of this: everyone talks about developing critical thinkers, but no one has changed how we measure whether it’s actually happening.
The tools haven’t kept up with the promise. Graduation rates don’t tell you what students can do. GPAs don’t measure thinking.
Employer surveys are lagging indicators. And transcripts are still just a list of courses and grades.
Graduates struggle in their first roles not because they lack knowledge, but because they’ve never had to apply it under pressure.
They can explain a framework. They can’t use one when it matters.
Meanwhile, the biggest tech leaders in the world are saying the skills every program claims to develop — critical thinking, reasoning, communication — matter more than technical ones.
Jensen Huang told students to stop studying computer science. The skills are there. The proof has never been.
And it’s not for lack of trying. Programs already use simulations and case studies.
But those are either multiple choice (scalable but shallow) or in-person with a human evaluator watching one student at a time.
Nobody’s been able to track how every student reasons at every decision point, simultaneously, across an entire cohort.
We built that.
Our platform embeds inside existing course. Students work through realistic scenarios, making decisions, defending reasoning, adapting when the AI pushes back.
Faculty see the thinking happen in real time. And students graduate with a competency profile that actually tells employers and accreditors something meaningful about what they can do.
In our early results, the bottom 40% of students improve their reasoning by 25% within three simulations. Not three semesters. Three simulations.
DM me a course or program. We’ll hop on a quick call and I’ll build a simulation in 48 hours that shows what measurable reasoning looks like for your students.