Career education is having a moment.
Policymakers are paying more attention, superintendents are under pressure to show outcomes, and parents are increasingly sceptical of a one size fits all “university by default” path.
Yet for many students – especially those without access to professional networks – the day-to-day reality of career guidance is still rooted in abstract inputs: brochures, fairs, videos, and personality assessments.
That mismatch is what Transfr set out to fix.
Bharani Rajakumar, Founder, Transfr, describes it as a problem of exposure and clarity, not ambition. In his view, the system often asks young people to choose pathways based on second-hand descriptions rather than first-hand experience.
For Lenovo’s Global Head of Strategic Alliances for XR and Vision AI, John Iaia, the bigger challenge is making immersive career exploration operational across districts and workforce programmes.
“What I’m hearing most these days is a clear shift from curiosity to scale,” Iaia said.
“Customers already believe and understand that XR can work. They’re now asking if it’s operational. Can we deploy across multiple sites? Can we manage it securely? Can we support it long-term and show measurable impact?”
Rajakumar argues that the stakes are high because career decisions have long tails, and the costs of a wrong turn are often borne by the learner.
His broader point is that career education needs to feel less like marketing and more like reality.
“In a digital first world, we’re still guiding careers using analog tools.”
At the same time, he points to a structural mismatch: underemployment in many communities, alongside severe shortages in high-growth roles.
These shortages coexist with high underemployment because of a lack of exposure. By providing first-hand immersion in high-growth roles, we are removing the ‘information poverty’ that often limits a student’s earning potential and long-term economic mobility.
For schools, districts and state-level education leaders, that turns career readiness into a measurable economic issue, not just an aspirational one.
Why Career Education Still Feels Abstract
Even where vocational pathways are receiving new attention, the typical inputs students receive can remain detached from the work itself.
Many learners are still trying to imagine a day in the life of a role from a short description, a single talk in a classroom, or a brief careers fair conversation.
The problem is not that these activities are worthless.
It is that they rarely provide the kind of practical clarity that prevents misalignment later.
A student might be drawn to a role for the salary, social media visibility, or family influence, then discover the day-to-day tasks are not what they expected.
What A VR Career “Test-Drive” Looks Like in Practice
The “career test-drive” concept is simple: let learners perform realistic tasks in a simulated environment before they choose a pathway. That includes the physical and procedural realities of roles that are hard to grasp from a classroom description alone.
For learners, the value is straightforward. They can practise sequences, follow safety steps, work under time constraints, and get a feel for whether the work suits them. Importantly, they can also discover what is not for them without paying the full price of that discovery later.
“When they step into an immersive experience, they’re following safety procedures, solving real problems, working under time constraints,” Rajakumar explained.
Those moments can also be revealing in very practical ways. Someone exploring a role that involves heights, confined spaces, blood, or high-pressure decision-making can find out quickly whether they can see themselves doing it every day. Schools and workforce programmes often talk about “retention” and “completion”. In many cases, the earlier issue is simply whether people truly understand what they are signing up for.
Transfr’s approach, Rajakumar said, is designed to span the pathway from exploration to training, with work-based learning modules aligned to real-world expectations.
“Ultimately, if they want to get training, they can get trained,” he said.




