From admissions to alumni. Data that transforms education.
NeuroFrame helps universities make every decision — from choosing a major to forming research teams — on behaviour observed in a simulation instead of intuition, test scores, or tradition. 30–60 min of gameplay. A profile that stays useful from admission through alumni tracking.
HR data science and education are made for each other
The same behavioural science that employers use to build high-performing teams can change how universities admit, teach, and develop students.
The skills economy demands behavioral data
Employers increasingly hire for cognitive fit, not credentials. Universities that equip students with behavioral self-awareness and a verifiable competency profile send graduates into that market with evidence about how they work, not just a transcript.
GPA is a noisy signal
Grade inflation has made GPA nearly meaningless as a differentiator. Behavioral assessment adds a second axis — showing HOW a student thinks, not just WHAT they memorized. This is the data employers actually want.
Education and HR data are natural allies
The same behavioral science that helps companies build high-performing teams can help universities form better study groups, recommend careers, and retain students. Data-driven HR and education were made for each other in the modern world.
Retention is the new enrollment
In an era of declining enrollment and rising tuition skepticism, the universities that retain students and prove educational ROI will win. NeuroFrame provides the metrics for both: keep students who fit, and show measurable growth to their families and future employers.
From applicant to alumnus
NeuroFrame adds value at every stage of a student's academic path — admissions, undergraduate years, graduate school, doctoral research, and beyond.
Applicants & Admissions
Choose the right major before it's too late
Most students select their major based on parental expectations, salary projections, or vague interests — not actual cognitive fit. NeuroFrame reveals how a prospective student actually thinks, plans, and solves problems. Admissions offices use this data to recommend programmes whose demands line up with how the applicant actually works.
- Major-fit recommendations built on observed behaviour, not on test scores alone
- See where cognitive style and curriculum demands diverge before the first year, not after it
- See where a humanities applicant's working style fits STEM course demands — and the reverse
- One procedure for everyone; the task cannot be prepared for the way a test can
- Give applicants a personal cognitive profile as part of the admission experience
Undergraduate Programs
Unlock every student's academic potential
Each student learns differently. Some thrive under pressure, others need structured guidance. NeuroFrame profiles every student across 8 cognitive and personality parameters — allowing faculty and advisors to personalize learning paths, form better project teams, and reach students early instead of after the exam.
- Data-driven learning path personalization for each student
- See the gap between a student's working style and course demands in semester 1, while advising can still change it
- Form optimal project groups — balance planners, creators, and executors
- Career counseling backed by behavioral evidence, not guesswork
- Track cognitive development over 4 years — measure the real value of education
Master's & MBA Programs
Build leaders who can actually lead
Graduate programs attract professionals who want to level up — but traditional admissions cannot tell apart someone ready for the load from someone chasing a credential. NeuroFrame measures the eight behavioural parameters through observed behaviour and reads them against what the programme actually demands — not essays or recommendation letters.
- Rank candidates on how they act under rising load, not on essay polish
- Form cohort-balanced MBA teams for case competitions and projects
- Benchmark graduates against the comparison sample: 14,850 executives and entrepreneurs
- Alumni career tracking: prove the program's real impact with behavioral delta
- Executive education: assess before and after to quantify program ROI
PhD & Doctoral Research
Match researchers to supervisors and labs that fit
PhD attrition is a massive, hidden cost — roughly 50% of doctoral students never finish. The root cause isn't intelligence, it's fit: cognitive style vs. supervisor expectations, tolerance for ambiguity, self-regulation under isolation, and resilience during multi-year projects. NeuroFrame measures all of this.
- Supervisor–student compatibility profiling: name the style differences before they turn into friction
- See how a candidate handles long unsupervised work before a 4–7 year commitment
- Form interdisciplinary research teams with complementary thinking styles
- Help departments understand why certain labs have higher completion rates
- Post-doc placement: match researcher profiles to industry or academic career paths
Postdocs & Faculty Development
From researcher to educator: the hidden skill gap
Brilliant researchers don't automatically become effective teachers, mentors, or department leaders. NeuroFrame shows where a postdoc's working style meets the demands of teaching and mentoring, and where it matches independent research or industry partnerships — the department decides what to do with that.
- Faculty hiring: assess pedagogical and collaboration potential beyond publication count
- See how a researcher's style lines up with the demands of administrative and leadership work
- Tenure-track readiness assessment — cognitive fit for long-term institutional contribution
- Department culture mapping: understand why certain departments struggle with retention
- Research group optimization: balance methodical thinkers with creative disruptors
Problems NeuroFrame solves
Every metric below is one you can put in front of a provost, an accreditor, or an applicant's family
Student Dropout & Major Switching
of undergraduates change their major at least once (DOE). Every switch costs the student time and the university resources. Behavioral profiling at admission puts a data-backed major recommendation in front of the student before the first tuition payment, not after the second year.
Dysfunctional Team Projects
Group work is usually assigned at random. NeuroFrame composes groups from behavioural profiles — planners next to executors, risk-takers next to stabilisers — so team composition becomes a decision the faculty makes, not an accident.
Career Placement Accuracy
of graduates say their job doesn't match what they studied (Gallup). NeuroFrame's career matching uses cognitive and personality data to recommend career paths that align with actual behavioral strengths — not just GPA.
Research Team Conflicts
of PhD students cite advisor relationship as the primary reason for leaving. NeuroFrame's compatibility profiling puts the style mismatch between supervisor and student on the table before the match is made.
Admissions Fairness
for every applicant. Socioeconomic, gender and cultural attributes are not inputs to the model: everyone plays the same game and is scored by the same behavioural model. Differential item functioning and adverse impact are measured and reported — no method can claim to have removed bias entirely.
Program ROI Measurement
How do you show a program actually changed a student? NeuroFrame measures the same parameters before and after, so the behavioural delta is a number with two dates on it — not a claim about what the programme caused.
Every office benefits. Here's how.
NeuroFrame integrates across the entire university ecosystem — not just one department.
Admissions Office
- Major-fit scoring for incoming applicants
- Scholarship candidate cognitive profiling
- Transfer student assessment and placement
- International student integration readiness
Student Success & Advising
- Early advising signals: where a student's working style is at odds with course demands
- Personalized learning path recommendations
- Academic probation intervention profiling
Career Services
- Industry career matching based on behavioral strengths
- Internship readiness assessment
- Employer partner reports: "here's the talent profile we're sending you"
- Alumni career trajectory tracking and benchmarking
Faculty & Research
- Lab team composition optimization
- PhD supervisor–student compatibility matching
- Grant team assembly: diverse cognitive styles for better proposals
- Faculty development: identify teaching vs. research vs. admin aptitude
Student Organizations & Athletics
- Team captain and leadership identification
- Club and organization president selection data
- Athletic team cohesion analysis (basketball, football, rowing)
- Conflict resolution: data-driven mediation for team dynamics
Institutional Research & IR
- Accreditation evidence: quantified student development outcomes
- Longitudinal studies on cognitive growth over 4-year programs
- Benchmarking against peer institutions
- Data for strategic planning and curriculum redesign
We run pilots. Not pitch decks.
NeuroFrame is always open to innovation in education. We co-design pilots with your team, share the data, and let results speak for themselves. No vendor lock-in. No long procurement cycles.
Discovery Call
We meet your academic leadership — admissions, student success, IR, career services — and map NeuroFrame to your specific institutional goals. No pitch deck: we listen first.
Pilot Cohort Design
Together we select a cohort: incoming freshmen, a graduate program, a specific department, or cross-campus. Typical pilots run 100–500 students over one semester.
Assessment Deployment
Students play the NeuroFrame game on any device: 30–60 min, no installation, no proctoring needed. Automated reports are generated instantly for students, advisors, and researchers.
Data Analysis & Insights
Our data science team works with your IR office to analyze results: cognitive clusters, early-advising signals, team composition models, and pre/post deltas if applicable.
Publication & Scale
Pilot results are yours. Many partners co-publish findings. If the pilot proves value, we design a full campus deployment with institutional pricing and LMS integration.
Education deserves the same data rigor as business
We believe the future of education is behavioral. Not more standardized tests. Not more self-reported surveys. Real, observable behavior — captured in a game, analyzed by machine learning, and delivered as actionable insight.
NeuroFrame is committed to running pilot programs with forward-thinking universities that share our vision: data-driven HR principles and education are natural partners. When students understand their own cognitive profile, they choose better majors, form stronger teams, pursue fitting careers, and become more self-aware professionals.
We publish our psychometric properties. We share pilot data. We co-author research. If your institution is ready to move beyond tradition and into evidence-based student development — we're ready to build it together.
Ready to bring behavioral science to your campus?
Book a 30-minute call with our academic partnerships team. We'll show real student reports, discuss pilot design, and explore how NeuroFrame fits your institution's goals — from admissions through alumni tracking.
Book a Call →