People risk in the age of AI – still driven by gaps

Incredibly, we set Byrne Dean up 23 years ago (19 March 2003); the day before the invasion of Iraq, when Hong Kong doctors identified the SARS agent and the Space Shuttle Columbia’s black box was found.

Since then, we’ve watched workplaces transform. Workplaces stopped being locations; they became ecosystems - of tech solutions, human relationships and flexible real estate.

As AI promises ever growing acceleration in that transformation, everyone needs to double down on what’s kept them relevant. That’s what I’ve been doing – so we can remain relevant in workspaces where AI is more colleague than tool; in hybrid rooms where physical human, remote human and AI participants all vie for presence.

I woke up recently wondering how AI responds to being told it’s on mute.

My conclusion (on the relevance point): properly understanding people risk has kept us relevant. And as AI does more of the doing, human misalignment becomes a greater risk, not a smaller one.

The world needs people risk advisers

Increasingly, this is how I see us: as people risk advisers. And I’m going to use a word I hate - holistic - because, to be effective, you need a joined-up approach to people risk.

When we started in 2003, I wanted to do all the things City employment law teams had expanded into, but weren’t doing that well. We’ve never touched legal advice – they do that well. We’ve only focused on the human stuff around it.  

My sense then was that many employment lawyers struggled with the human parts of the work because they saw law and regulation as the Sun - the centre of everything. But for the people paying their bills, they were more like Pluto: distant, cold, and only occasionally worth a look (with a telescope).

What we grasped early was that emotion - not process charts, spreadsheets or complex comms - drives employment problems. That’s been our lens in all our work: our training, our investigations, and, since 2009, our early resolution work.

Today our work falls into three principal buckets - because (and this realisation is a recent one): to address people risk effectively, you need a three pronged approach.

With thanks to my wonderful colleague Cicilia Wan, you need to:

1. Assess your three Ps — your policies, processes and practices — and find gaps between employer intent and employee experience. That’s where people risk lies.

2. Develop your people — first their motivation (moving them from compliance, “I’m required to do this,” to commitment, “this makes perfect sense, I want to do it”). Then their skill in the high stakes conversations that actually reduce risk.

3. Resolve live problems — using high EQ investigations to find the human gaps that caused the issue, and, where possible, using mediation principles to close them.

“Not a lot of people know that”

I’m not sure how many clients really grasp the extent of what we do. If they use us for training, they think that’s what we do. If it’s investigations, the same.

So, we’re seldom asked to work strategically with them - to run the listening exercises that assess people risks; to apply the hard won lessons of thousands of hours on live cases; to tailor training material in ways that actually develop people.

Maybe that’s because in most organisations, assessment, development and resolution are handled by different people. Or it’s because those people use a risk lens - they treat people risk as a technical exercise. They focus on policies, controls, investigations; not on how people actually feel, engage and behave.

The answer isn’t more frameworks. It’s coherence, collaboration and data sharing.

Mostly it’s about perception gaps

It’s no coincidence that the first tool I ever developed - which I launched on an unsuspecting Employment Lawyers Association seminar in 1998 - described how workplace complaints are created by expectation gaps (now we call them perception gaps).

In 2026, nothing’s changed. The most critical gaps are those around an employee’s value to the organisation. That’s what matters to people. It shapes pay, defines the psychological contract - and determines how angry or betrayed they feel when things go wrong.

These gaps are generated by weak feedback loops - by managers not being honest about how someone is really viewed. “How do you feel when you discover your boss thinks you’re fundamentally less valuable than you thought?”

Answer: “Rubbish.”

And the size of the gap determines how far the dispute will travel.

Psychological (or challenger) safety and autonomy gaps — just as important

Over two decades, we’ve consistently seen two more gaps that create very real 2026 risks:

1. The toxic silence gap

The employer that champions respect, promotes speak up culture and has anonymous hotlines — then regularly promotes the abusive rainmaker despite numerous HR complaints.

The message? The safe channels are ornamental.

What’s the point in saying anything?

2. The autonomy–trust gap

The employer that calls itself agile, high trust and results oriented — then deploys intrusive tracking tech (“bossware”).

The psychological contract collapses. People feel they’ve been sold a lie. Discretionary effort evaporates.

These gaps, and the emotions they generate, are driving many 2026 employment problems.

And AI?

AI will change tasks, tools and workflows — but it can’t close perception gaps.

It won’t make managers more honest; if anything, it will help them find new ways to avoid the discomfort they already avoid.

It won’t break a toxic silence around rainmakers or repair trust lost by contradictory cultural signals.

Deployed purposefully, through a human lens, AI can support the development of managers, can enable easier speak up routes and provide collective data to organisations that allow for the development of a better culture.

Without that human lens, AI raises the stakes; the gaps between intent and lived experience become more dangerous, not less. With fewer humans making more consequential decisions, every act of misalignment - every evasive manager, every dishonest feedback loop, every protected rainmaker - carries greater weight.

These remain human risks. And that’s where the real work still is.


Find out how we help organisations identify and close the gaps that drive people risk.‍
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