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Workforce

What new technologies and innovations mean for how we work: shifting roles, new skills and the future of professional work in health and beyond.

17 articles

The hire your hospital would never make

Healthcare spent three decades hiring careful peacetime operators right as the market switched to wartime, where AI-native insurgents run on tiny headcounts. The wartime hire, inventive, fast and allergic to process, is exactly the profile a consensus-built recruitment funnel screens out. The real question: can an incumbent reshape its workforce faster than an insurgent can displace it?

The hire your hospital would never make
10 June 2026· 5 min readaiinnovationworkforce

You can't retain a 42-year-old with a ping-pong table

Sixty percent of UK workers now rank private health insurance as their most valued workplace benefit, ahead of extra holiday. That single inversion breaks the century-old logic of employee benefits, and makes most of the 2026 perks stack retention-irrelevant for the people companies most want to keep.

You can't retain a 42-year-old with a ping-pong table
29 April 2026· 6 min readworkforcelongevityinvestment

The patients who stopped asking permission

Five patients who walked their own path to a diagnosis, a second opinion, or a treatment the system missed. Against Gallup's 1-in-4 figure and a three-month Big Tech health-AI launch window, the self-navigator is no longer an exception, she has infrastructure.

The patients who stopped asking permission
22 April 2026· 5 min readaipatientscliniciansworkforce

You're already training your replacement

DoorDash pays gig workers to film themselves training AI replacements. Healthcare clinicians do the same thing invisibly every day. As a hospital CEO calls for replacing radiologists, BCG data shows AI will reshape 50-55% of jobs, not eliminate them. The real question is who controls the reshaping.

You're already training your replacement
15 April 2026· 4 min readaiworkforcecliniciansvibe-coding

The conductor problem

You opened the terminal windows to delegate. Two hours later your brain was fried; not from doing the work, but from overseeing it. The conductor problem reframes AI orchestration as a new cognitive job that arrived quietly alongside the tools, with nobody asking whether the human at the centre had the bandwidth for it. The healthcare parallel is uncomfortable: clinicians managing AI-assisted diagnostics face the same position, with higher stakes.

The conductor problem
25 March 2026· 3 min readaiagentic-aicliniciansworkforce

The empty layer

AI agents are stripping away the coordination task layer in healthcare management, exposing which roles were load-bearing leadership and which were simply compensating for a system that couldn't coordinate itself. The organisations that ask the structural question now will be better positioned than those that wait for the answer to arrive uninvited.

The empty layer
4 March 2026· 4 min readagentic-aihospitalsworkforce

No Going Back

My AI system went down for thirty seconds. That's when I realised my brain no longer works the same way it did before AI. There's no going back.

No Going Back
11 February 2026· 3 min readaiworkforcehealthcare

Exponential Kodak

Why companies not experimenting with generative AI have two to three years. A personal story of automation from 25 years ago, applied to today's AI moment.

Exponential Kodak
8 January 2026· 4 min readaiinnovationworkforce

Game over for solo performances

OpenAI's HealthBench delivered a stark reality check: AI models now outperform solo physicians. But this isn't a replacement story, it's an evolution story, with three emerging opportunities reshaping how doctors create value as medical experience architects.

Game over for solo performances
9 July 2025· 4 min readaicliniciansworkforce

Human Capital Investment

What will employees demand from employers in 10 or 15 years, once benefits move beyond wellness apps and into the fabric of biology itself? A look at the biological arms race for talent, and the ethical tightrope it forces companies to walk.

Human Capital Investment
28 May 2025· 3 min readworkforcelongevityethics

Are you a 5 percenter?

AI is transforming industries by mastering the "95%"—the predictable, repeatable tasks that once defined many jobs. But what about the final 5%?

Are you a 5 percenter?
12 February 2025· 3 min readaiworkforce