Make AI a people-first reinvention, not a rollout
AI initiatives falter when leaders treat them like standard tech deployments; the real work is identity-level reinvention for every role. A five-step playbook—build shared literacy, reduce fear with purpose, raise human ambition, design augmented intelligence, and institutionalise continual experimentation—turns anxiety into agency. Case studies from leading CPG firms, a US consultancy, JPMorgan and DeepMind show how visible leadership, tailored learning and human-in-the-loop design unlock adoption and value.
Points clés
- The article, published on 13 Oct 2025 by Benedetto Conversano and Ville Satopaa (INSEAD), argues that AI transformation is fundamentally about identity and value creation, not a tech rollout.
- The five-step framework: set the right foundations, mitigate the fear of change, raise the bar of human potential, sponsor augmented intelligence, and stay one step ahead.
- Company A, a Europe-based consumer packaged goods firm, ran a full-day AI immersion for its boards, followed by multi-day senior training and company-wide online courses to establish a common AI language.
- Company B, a Europe-headquartered CPG company, formed an “AI board” to define strategy, prioritise initiatives, and lead transparent communications to build trust.
- In a major enterprise system rollout, Company B challenged teams to use AI to simulate test cases, spot anomalies and prioritise validation—compressing work that typically takes months with hundreds of employees running thousands of workflow simulations.
- Company B also piloted AI-supported decisions at price and distribution level with human oversight, demonstrating practical augmented intelligence.
- Company C, a large US consulting firm, tied AI adoption to ambitious growth targets and productivity gains, signalling that efficiency—not headcount cuts—would drive future success.
- JPMorgan explored generative AI applications before ChatGPT’s 2022 public release, launching pilots across key units to build capability and first-mover advantage.
- DeepMind exemplifies AI’s power to tackle previously intractable scientific problems, reframing what humans should focus on.
- Benedetto Conversano previously served as Group CIO at Diageo (2020–Aug 2025), bringing practitioner depth to the guidance.
À retenir
Start with shared AI literacy, explain the “why” like a human, and make an AI board your air traffic control. Redesign workflows so machines do the pattern grinding while people do the judgment—and keep experimenting even when the tech changes mid-meeting (because it will). Do this and you’ll upgrade your organisation’s identity, not just its software; skip it and you’ll get very expensive tools that employees politely ignore—like that treadmill-turned-coat-hanger at home.
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