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What happens when the promise of education and work meets a different reality?

Research, interviews, and writing on how the relationship between people, education, and work is changing, and what it now takes to succeed.
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The Legitimacy Gap

The Legitimacy Gap is the growing distance between what education and work promise and what people actually experience.
It can appear between a qualification and the opportunities it opens, between an organization’s stated values and its daily expectations, or between the responsibility people are given and the support available to help them succeed.
That distance matters because experience shapes belief: whether people trust a career pathway, invest in an organization, seek responsibility, or believe their contribution will be recognized.
My work explores how this relationship is changing, what it means for people and institutions, and how we can respond.

The Questions Behind the Research

Trust, Expectations, and Working Life

What do people expect education and work to make possible, and what happens when the experience falls short?
I look at how those expectations differ across generations and professional communities, and what helps rebuild trust.

The Changing Path Into Work

As AI changes entry-level tasks, where will people develop professional judgment, confidence, and experience?
I look at what employers expect, what education prepares people for, and the opportunities available to learn through work.

Human Capability in an AI-Shaped Workplace

AI can improve communication output without necessarily building communication capability. What do people still need to learn and practice?
I look at the judgment required when a conversation changes, someone disagrees, or the answer is uncertain: interpreting the situation, listening, adapting, managing reactions, and deciding what to do next.

The Legitimacy Gap Interview Series

The Legitimacy Gap is the growing distance between what education and work promise and what people actually experience
The series brings different perspectives into the same conversation: what people hope for, what they encounter, and what they believe needs to change.
These interviews inform my writing, speaking, advisory work, and program design.

[FEATURED INTERVIEW VIDEO]

[14:15 MIN]

Bridging Institutional Promise and Emerging Autonomy

A deep dive with academic and enterprise leaders on closing the reality gap for graduates entering high-stakes environments.

[SELECTED INTERVIEW VIDEO]

[14:15 MIN]

Navigating Early Responsibility Under AI Shifts

Exploring how mid-market and global teams cultivate foundational discernment when technical tasks are automated.
Watch the Full Series

How I Approach the Work

My approach brings together qualitative interviews, facilitated conversations, and published research. My work with graduates, early-career professionals, educators, and employers also informs the questions I investigate and how I interpret what I hear.
I look at both the capabilities people need and the conditions in which they are expected to develop and use them. The aim is to make the questions clearer, understand different experiences, and identify practical implications for those preparing, developing, and leading people.

Research behind the changing workplace

New research on why the workplace promise is breaking down for emerging generations of workers, and what organizations must do to close the gap. Released Q1 2027.
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Research That Helps You Decide What Comes Next

For organizations, professional bodies, and education providers examining a specific workforce or capability question, a commissioned engagement can bring together relevant perspectives and turn them into findings you can use.
This may include stakeholder interviews, facilitated discussions, synthesis across groups or locations, and a report or briefing to inform development, engagement, or professional pathways.
Each engagement begins with the question you need to answer, the people whose perspectives matter, and how you intend to use the findings.
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