The Workforce Lens

53,035 sales workers. Stronger sellers were more likely to be promoted; among those promoted, stronger past sales predicted lower team performance. The job changed, but the promotion test did not. zurl.co/R6wof #Careers #Management

Only 6% of Gen Z say senior leadership is their main career goal; 70% say they build skills weekly. If people still want to grow, what is it about the management role that puts them off? zurl.co/agM6G #Careers #Management

Been thinking about how often we ask someone to prove they are good at a job by watching them succeed at a completely different one. Then we act surprised when the promotion does not work out. Maybe the problem was never the person we picked. zurl.co/n1nxF #Leadership #Management

The final question When an AI system makes a consequential decision, who can still understand it well enough to challenge it? If the answer is nobody, the problem is larger than liability. It is governance. zurl.co/YhqG4 #AIAccountability

The answer available now We may not know what ultimately makes an AI an accountable actor. We do know what organisations can do now: preserve the chain, define authority, keep human review real, and stop confusing a title with control. zurl.co/6Hlgp #AIGovernance #ResponsibleAI

The cost of calling AI an employee The system does not become accountable because we give it a title. But people may become less vigilant because of that title. That is not a language problem alone. It is a governance problem. zurl.co/sw6Ut #AIandWork #HumanOversight

Legal personhood is not a fringe question. The case against AI accountability is strong. But what happens when the human chain of responsibility becomes impossible to reconstruct at scale? That is why the legal-personhood debate keeps returning. zurl.co/l2i8s #AIAccountability

The structure is the problem Accountability does not fail only because the actor is artificial. It fails when decisions spread beyond the reach of the mechanism meant to trace them. AI has made that structural problem much harder to ignore. zurl.co/nxMmS #CorporateGovernance

Who can explain the decision? The important question after an AI failure may not be “who owned the system?” It may be “who can reconstruct what it did, what it was told, and where a human could have intervened?” zurl.co/mhgfg #AIAccountability

Every new AI liability law makes the same quiet choice: decide who pays, without deciding what accountability actually requires. We ran this exact experiment once before, on people, long before AI existed. It was not reassuring then either. zurl.co/Pxk1P #AI #Accountability

The question is not whether a role sounds modern. It is whether the pay, authority, time, and capability behind it are real. That is where organisation design stops being branding and starts becoming work. zurl.co/EFNqm #OrganisationDesign

Before introducing a new role, write down what must be true. If nobody can answer, the organisation is probably copying the name and hoping the structure will follow. zurl.co/OTlu6 #Workplace

When hierarchy is reduced, coordination does not vanish. It moves somewhere else: into ownership rules, escalation paths, manager capacity, and the people who stay after the change. That movement needs designing. zurl.co/hOqAe #FutureOfWork

The hours do not add up. A manager cannot keep a full technical workload, lead a growing team, coach people properly, and remain available for decisions without something being squeezed out. Usually, it is the team’s support. zurl.co/SNzgl #Management

A person can own a decision only if the decision is reachable. Give someone responsibility without authority and the organisation has created a target, not an owner. zurl.co/x2GD9 #OrganisationDesign

An IC track is fair only when the rewards are fair. A second ladder with lower pay, less status, or fewer senior opportunities is not a genuine alternative to management. It is a different route with a different destination. zurl.co/ts1eU #Leadership

The label almost always survives the failure. A structure gets a respectable name, and an organisation can run a broken version of it for years, because nobody checks if the condition behind the name ever held. #FutureOfWork #Leadership zurl.co/vqF2k

AI's impact is not mass unemployment, but compositional reallocation. Routine roles decline, skilled technical roles rise. Nuance is key. zurl.co/N8lWv #AI #JobMarket

Agentic AI: narrowing the middle AND the bottom? If junior rungs are removed, where do future leaders gain experience? A pressing structural question. zurl.co/RfbJJ #AI #Workforce

AI's impact on jobs is nuanced. Some 'first casualties' like customer service are surprisingly resilient. It is about function, not role. zurl.co/X7J3V #AI #JobMarket

AI is not hollowing out the workforce; it is demanding more education. Firms are upskilling, pushing decision rights down. zurl.co/t1104 #AI #FutureOfJobs

Rethinking career paths in an AI-driven world. If middle rungs are disappearing, where do future leaders come from? A critical question. zurl.co/sGLM8 #AI #CareerDevelopment

AI is reshaping corporate hierarchies, but not how you think. Early data shows a 'bottom-heavy' shift, not 'bottom-up' erosion. Middle management is the key. zurl.co/vf7wu #AI #FutureOfWork

The assumption was that AI would reshape work from the bottom up. The evidence points somewhere else entirely, and what it says about how organisations build leadership over time is worth sitting with properly. zurl.co/1J1nB #AI #FutureOfWork

The office changed but performance metrics did not. My article explores why hybrid work demands a new definition of performance, one built on outcomes, contribution, rather than presence. Time to align how we measure success with how work happens today zurl.co/Q7XgJ #TalentDevelopment #FutureOfWork

The decisions that determine how well we navigate this transition are being made now, using a signal that captures only a fraction of the underlying reality. The gap between what is visible and what is structurally present is impossible to ignore zurl.co/JZMVK #FutureOfWork #WorkforcePlanning

💡 For a century, organisations conflated presence with performance. Hybrid work has shattered this illusion. The real question is not where people sit, but what we truly measure. A profound re-evaluation of organisational logic is now overdue zurl.co/uuSCB #OrganizationalTheory #FutureOfWork

Flexible work promises greater equity, yet the data reveals a troubling paradox. My latest article examines how proximity bias in performance evaluations disproportionately affects women and caregivers. A question of fairness, values, and inclusion zurl.co/tuMre #WorkplaceEquity #DEI #FlexibleWork

The Visibility Tax is the structural cost of a century-old management delusion. Presence is not performance. Organisations must move beyond lazy proxies and build a rigorous, output-based infrastructure for the hybrid era #FutureOfWork #VisibilityTax zurl.co/b6GLD

The Iceberg Index: Why your AI strategy is only seeing the surface. We’re tracking visible layoffs while the real shift moves quietly at the skill level. The work has changed; the statistics haven't. Don't miss the signal #AI #Workforce zurl.co/3j1TB

The morning after a redundancy closes, organisations move on. The people who stayed are only just beginning to work out what it means for where they stand. #Layoffs #PeopleFirst zurl.co/K41iu

The morning after a layoff, organisations move on. The people who stayed cannot. What they conclude in that window determines what the organisation gets from them for years afterwards. #Layoffs #PeopleManagement zurl.co/Nwyci

Most mass layoffs fail to deliver what they promised. The research has been saying this for 30 years. Most boards still do not read it. lhttps://zurl.co/TyiWR #MassLayoffs #HRLeadership #Redundancy

The people being asked to leave often built the thing that is now releasing them. That fact sits in the room whether anyone names it or not. zurl.co/NGuso #MassLayoffs #WorkplaceJustice

Mass layoffs fail because leaders treat them as math problems. Research shows the damage isn't the cut; it's the cowardice in the room. When you treat people like line items, the survivors stop trusting you. Dignity isn't a value—it's an execution. zurl.co/Y4xOg #Leadership #Workplace

It is breaking at the bottom — where some people had no other way up, and where losing a rung is not an inconvenience but the end of a route entirely. #FutureOfWork #SocialMobility zurl.co/lERfK

AI is removing the pathways that people without privilege depended on to move up — and most organisations are letting it happen without realising they are making a choice at all. #FutureOfWork #SocialMobility zurl.co/PY5WY

Frontline managers receive less formal training than the people they lead, whilst having more direct influence over how those people experience their work than anyone else in the organisation. That has been documented for years. Almost nothing has changed. zurl.co/WLIcZ #Leadership #OrgCulture

Most organisations have never asked whether the people in their leadership programmes should have been promoted in the first place. That one question changes everything. #Leadership #LeadershipDevelopment zurl.co/spYHF

Most manufacturers are running a consistency-based people system inside a factory that no longer rewards consistency. And calling it transformation. zurl.co/faMuA #FutureOfWork #Manufacturing #Reskilling

🚨 China is first. No economy has attempted a workforce transformation at this scale, this fast, with this little institutional memory to draw on. What breaks is not what the research predicts. zurl.co/Lec6v #FutureOfWork #Manufacturing #Reskilling

54 weeks of research on AI, remote work, & workforce transformation. Year 1 taught me: impact is indirect. It shows up in decisions, frameworks, borrowed ideas—not read counts. Now I am testing assumptions about depth, value, & what practitioners actually need. Reflection + survey: zurl.co/Uj4jU

We keep asking "will AI take my job?" Wrong question. The real question: will organisations admit their systems are obsolete before displacement accelerates faster than they can rebuild? Evidence says no. Everyone assumes someone else will. zurl.co/QWw1h #AIStrategy #FutureOfWork

zurl.co/u4P1j Research shows 72% adopt AI, but only 33% scale. Why? Most work is trapped in heads, never documented. Real value isn't tool fluency—it’s judgment and knowing when to override the algorithm. zurl.co/u4P1j #AIStrategy #FutureOfWork

After a year studying AI failures, I waited to find the tech problem. It isn't tech. What I found: orgs automating work never documented. Processes in heads. Systems designed for a world that no longer exists. 72% adopt AI. 33% scale. The gap is courage. zurl.co/ApBMp #AI #FutureOfWork

Trust must be rebuilt, metrics redesigned, the middle layer strengthened, and demographic reality faced. Yet willingness is absent because it requires dismantling the systems that elevated current leadership. zurl.co/WpkVM #FutureOfWork #Leadership #OrganizationalChange

Europe loses millions by 2035—certainty, not forecast. Gen Z has leverage; they are fewer. Skills-first hiring is necessary to save scarce talent. Yet leaders govern as if workers are infinite. zurl.co/qCYQy #FutureOfWork #Demographics #Leadership

Trust infrastructure must be rebuilt. Measurement is broken. The middle layer is collapsing. Demographic math forces change. Yet we refuse because rebuilding requires dismantling the systems that elevated current leadership zurl.co/BbOwM #FutureOfWork #Leadership #OrganizationalChange

The real bottleneck is not adoption or innovation—it is integration and honesty. Success requires leaders to choose evidence over instinct, even when that evidence demands dismantling the very structures that gave them authority. zurl.co/6enZw #FutureOfWork #Leadership #WorkTransformation

🧭 Europe is losing millions from its working-age population by 2035. Politicians will not talk about it because the crisis does not fit election cycles. By the time it becomes undeniable, the human cost will be irreversible. zurl.co/BJZrG #FutureOfWork #Demographics #Europe