The TechWolf Podcast

TechWolf

Technology in HR is booming, yet confusing. Many vendors claim to include AI (agents), skills, seamless integrations, and other technologies in their product offerings. In practice, product promises often differ from reality. In this podcast, our host, Julius Schelstraete, holds no-nonsense conversations with business practitioners and thought leaders on everything related to "the skills-based organization": what it is, whether it's realistic, typical roadblocks, real-life use cases, and more. Join us as we move beyond the hype and examine skills-based HR from a critical, realistic lens!

  1. “AI Could Turn White-Collar Work Into the New Assembly Line.” | Former IBM CHRO Diane Gherson on the Future of HR (LIVE from Workday Rising)

    11/25/2025

    “AI Could Turn White-Collar Work Into the New Assembly Line.” | Former IBM CHRO Diane Gherson on the Future of HR (LIVE from Workday Rising)

    In this episode of the TechWolf Podcast, Julius Schelstraete sits down with Diane Gherson, former CHRO of IBM and current independent director at TechWolf. From her vantage point as one of the most influential HR leaders of the past decade, Diane shares a candid, strategic, and urgent message for HR executives navigating AI, workforce intelligence, and the shift to skills-based organizations. Diane recounts IBM’s pioneering journey toward AI-inferred skills and internal mobility, explains why today’s moment mirrors the historic shift triggered by Frederick Winslow Taylor, and warns that without intentional leadership, AI could push organizations toward a dehumanized, assembly-line model of white-collar work. This episode offers clarity, challenge, and concrete direction for any leader shaping the future of talent. 00:08 — Welcome + introducing Diane Gherson 02:00 — Uniquely human skills vs. durable skills: what truly matters 05:20 — IBM’s journey to AI-inferred skills and internal mobility 09:45 — Why Diane joined the TechWolf board 12:10 — The “Frederick Winslow Taylor moment”: history repeats with AI 17:00 — The rise of AI-serving jobs (annotators, auditors, trainers) 20:30 — HR’s urgent role: redesigning work before AI redesigns it 23:45 — Reality check: entry-level roles down 50% since 2019 26:00 — How HR can zoom out and align with business value creation 29:20 — Skills as a board-level metric: assessing workforce caliber 33:00 — How Diane keeps up with AI and HR trends (and who she follows) 35:10 — Diane’s question for the next guest, Lisa Brockman Key Takeaways Skills ≠ the whole story — durable human capabilities like context-setting, situational awareness, and organizational intuition remain irreplaceable. IBM’s early skill-based model proved the value: AI-inferred skills fueled mobility, training, and strategic workforce planning long before the market caught up. We’re entering a “Frederick Winslow Taylor moment” — AI could standardize white-collar work the way scientific management standardized the assembly line. HR must lead system-level redesign — not just productivity gains, but sustainable talent ecosystems, career pathways, and future leadership pipelines. Entry-level talent is already under pressure — openings are at 50% of 2019 levels; HR must address this before long-term capability erodes. Boards now expect clarity on “caliber of workforce” — skills data is becoming a board-level strategic metric.

    20 min
  2. "HR Problems Became Business Problems. For the first time" | TechWolf Founder & President Mikael Wornoo on Task Data, Workforce Planning & the New HR Mandate

    09/12/2025

    "HR Problems Became Business Problems. For the first time" | TechWolf Founder & President Mikael Wornoo on Task Data, Workforce Planning & the New HR Mandate

    In this episode of The TechWolf Podcast, host Julius Schelstraete speaks with Mikael Wornoo, co-founder of TechWolf and the leader of its US expansion. Calling in from New York, Mikael lays out why skills data alone is no longer enough—and how task-level intelligence is the key to making workforce AI transformation actionable. From task automation to strategic workforce planning, this episode unpacks the urgent market shift that's uniting HR and business leaders: understanding how AI is disrupting work—and what to do about it. You’ll also get a sneak peek into TechWolf’s newest launch: the Workforce Intelligence Index, a public data tool built on 2 billion job postings and 10 years of labor market data. If you’re in HR, talent, transformation, or workforce planning, this episode is your cheat sheet for how to lead—not follow—during AI disruption. 🔑 Key Topics & Takeaways Why workforce planning has changed forever From forecasting to modeling AI adoption: With AI affecting every sector, workforce planning isn’t about “what if” anymore—it’s about how fast. The new job of HR is understanding task-level change: what humans do today, what AI might do tomorrow, and what that means for reskilling and redeployment. What skills data can’t do—without tasks Tasks bring precision to workforce intelligence: they make AI use cases like augmentation, automation, and role redesign measurable and actionable. With tasks, you can finally answer: What’s the impact of AI on our workforce—and how do we respond? The rise of the CHRO–CEO alliance For the first time, business and HR leaders share the same problem: how to future-proof the workforce in the face of AI.That’s creating momentum for a new kind of HR leader—one who tells compelling stories backed by data and builds coalitions across the enterprise. Introducing: The Workforce Intelligence Index A first-of-its-kind tool, analyzing how AI is already transforming jobs, tasks, and skills across 1,500 companies. Built to help HR and business leaders stop guessing—and start planning with confidence.

    22 min

About

Technology in HR is booming, yet confusing. Many vendors claim to include AI (agents), skills, seamless integrations, and other technologies in their product offerings. In practice, product promises often differ from reality. In this podcast, our host, Julius Schelstraete, holds no-nonsense conversations with business practitioners and thought leaders on everything related to "the skills-based organization": what it is, whether it's realistic, typical roadblocks, real-life use cases, and more. Join us as we move beyond the hype and examine skills-based HR from a critical, realistic lens!

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