Five factors, not one score.
For students, it's a personal dashboard tracking progress across every session. For employers, it's a verified, evidence-rich talent record built from real conversations, not self-claims.
The profile
The Critical 5 Behavioural Factors
Observed in sequence across thousands of conversations. Which factor moves first tells you where to coach next.
Learnability
Speed & depth of absorbing new ideas, feedback & skills, critical in fast-changing roles.
Career Vision
Clarity of purpose & direction: predicts motivation, retention & goal alignment.
Agency
Ownership, initiative & self-direction: separates doers from waiters.
Anti-Fragility
Responds to pressure, setbacks & ambiguity: the most predictive factor for long-term performance.
Executive Presence
How one communicates, influences & commands attention, essential for leadership roles.
Longitudinal data.
01 / 05 - From The Career Readiness Report 2026
What 99 institutions taught us.
Mentza's inaugural annual benchmark, drawn from longitudinal conversational data across 99 higher education institutions, including the IITs, Delhi University, TAPMI and Kanpur University: thousands of student learning journeys, tens of thousands of AI-guided conversations, and hundreds of thousands of minutes of structured speaking practice.
Longitudinal observation
Rather than treating employability as a single outcome, the report treats career readiness as a developmental process: one that can be measured, strengthened and continuously improved, using the same Behavioural Intelligence engine behind every Mentza conversation.
02 / 05 - Key Observations
Five findings that reshape how readiness is built.
From longitudinal data tracking the same students across repeated conversations.
Readiness improves with opportunity
Average Career Readiness Score rose more than 50% between early and later stages of engagement.
Behaviour develops in stages
Learnability improves first, then Career Vision, Agency and Anti-Fragility, with Executive Presence emerging last.
The earliest conversations matter most
Gains are largest in the first few sessions, then stabilise, a hallmark of behavioural learning curves.
A journey, not an event
Best measured longitudinally, across a student's whole time in higher education, not just at placement season.
Opportunity, not institution or starting talent, is the strongest driver of growth in the dataset.
03 / 05 - The Evidence
Growth was broad-based, not concentrated.
Behavioural improvement between Session 1 and Session 2, normalised for identical exposure to structured practice, across all 99 institutions.
Bottom four-fifths improved roughly 2.5 to 3.0 points, top 20% only 1.68 - a narrowing, not widening, of the starting gap.
04 / 05 - Five Principles
What higher education should do differently.
Five evidence-informed perspectives on building readiness.
Developed consistently over time
Treat career readiness as developing throughout the student journey, well before placement.
Build behaviour before performance
Confidence is an outcome of behavioural development, not a starting point taught in a workshop.
Create opportunity before evaluation
Students cannot demonstrate opportunities they were never given.
Measure growth as it unfolds
The meaningful signal is how far learners have progressed over time.
Embed it throughout, especially during placement season
Career readiness should be a capability that grows with students throughout their time in higher education.
05 / 05 - One Thousand Minutes
Career readiness is not built in a single interview. It is built one conversation at a time.
"If students spend nearly seventy thousand minutes in formal education acquiring knowledge, could one thousand of those minutes, spent on deliberate conversational practice, meaningfully change their career readiness? That question became the starting point for Mentza."