Case Study · Lime & Industrial Minerals · Barcelona, Spain
A bespoke SuperCollaboration™ keynote that took 150–160 lime industry CEOs, owners and senior leaders from 29 countries beyond an introduction to generative AI — and into what human and AI collaboration means for their operations, workforce and decisions.
At a Glance
| Detail | Information |
|---|---|
| Client | International Lime Association (ILA) |
| Industry | Lime / Industrial Minerals |
| Event | ILA General Assembly & Symposium 2026 |
| Event Type | Keynote followed by a 15-minute live Q&A |
| Audience | 150–160 CEOs, owners and senior leaders of lime producers from 29 countries, joined by suppliers and technology providers |
| Location | Barcelona, Spain — October 2026 |
| Challenge | An industry facing energy costs, carbon regulation, trade tensions and geopolitical instability needed the next step after an introduction to generative AI: what human and AI collaboration means for a lime producer's operations, workforce and decisions. |
| Solution | "SuperCollaboration™: Cyborgs, Centaurs and the Rise of Human+AI Collaboration" — keynote followed by a 15-minute live Q&A. |
| Outcome | A highly engaged room that carried its energy into the Q&A, with leaders leaving with a shared AI vocabulary, a model for regulatory foresight and concrete steps for safe adoption. |
The Challenge
The International Lime Association brings the global lime industry together each year for its General Assembly & Symposium — from large international groups to fourth- and fifth-generation family businesses. In 2026 that industry was navigating energy costs, carbon regulation, trade tensions and geopolitical instability all at once.
The previous year's ILA keynote had introduced generative AI. For 2026 in Barcelona, ILA wanted the next step: what human and AI collaboration actually means for a lime producer's operations, workforce and decisions.
The brief set firm boundaries. Connect to real operations. Avoid abstract futurism. Give no single producer the spotlight. Draw on examples from several regions. Success meant an audience that was engaged, talking among themselves and ready to say they had never seen the topic that way before.
What is the Competency Penalty in AI adoption?
The Competency Penalty is the cultural barrier that stops capable employees from using AI tools — because they fear being seen to rely on AI will damage their professional reputation. It is one of the main reasons AI adoption stalls even when the tools are available. For industrial businesses, where expertise is built over decades and often across generations, leaders have to remove that stigma deliberately before AI can create value.
Bespoke by Design
An audience of lime producers from 29 countries does not need another generic AI keynote. It needs examples that reflect its own realities — and a speaker who has listened to the people who represent the industry.
James conducted an extensive customisation process with ILA and its regional associations, testing ideas before a single slide was written and shaping every example around the challenges lime producers actually face.
Learn about the Taylor-Made Process →Research conversations with ILA's leadership, the National Lime Association (North America) and the European Lime Association.
Early content ideas were tested with ILA's chair before the keynote was written.
Examples built around safety, carbon cost, uneven digital maturity and limited collaboration between producers.
Following the brief, examples were drawn from several regions, with no single producer given the spotlight — keeping the session relevant to every company in the room.
The Delivery
The keynote opened with Linus Pauling and the Nobel Prize Museum, then placed lime within three forces shaping the future: deglobalisation, decarbonisation and digitisation. Harvard and BCG research on the Centaur / Cyborg Model gave the room a shared vocabulary for working with AI. Klarna and IKEA showed two very different choices about AI and people, and the Competency Penalty explained why capable staff avoid the tools.
The second half turned to application, starting with British Cycling's marginal gains:
How OCP Group and Siemens use digital twins — a direct line to the operational realities of mineral and heavy-industry producers.
An AI prediction engine modelling the stakeholders around a draft carbon border regulation — showing leaders how AI can help them anticipate policy, not just react to it.
Agentic AI explained through Micron, where 95% of procurement runs on AI agents.
In the 15-minute live Q&A, leaders asked about AI safety and security. James answered with concrete steps: audit unapproved AI use, check platform admin settings, set clear usage protocols and keep highly confidential data on an offline device running a locally hosted language model.
Frameworks & Tools Delivered
Deglobalisation, decarbonisation and digitisation — a single frame for the energy costs, carbon regulation and trade tensions the industry faces, and where AI fits within them.
Explore →Harvard and BCG research on two high-performance styles of human and AI collaboration — giving leaders a shared vocabulary for how their teams can work with AI.
Explore →Why capable staff avoid AI tools to protect their professional reputation — and why leaders, not technology, have to remove that barrier.
Explore →Concrete actions from the live Q&A: audit unapproved AI use, check platform admin settings, set clear usage protocols and keep highly confidential data on an offline device running a locally hosted language model.
Explore →The Results
Countries Represented by Lime Industry Leaders in the Room
James Taylor's keynote at the International Lime Association General Assembly & Symposium 2026 shows what happens when an AI keynote is built around one industry's realities. By connecting the Centaur / Cyborg Model, the Competency Penalty, digital twins and AI-driven regulatory foresight to real lime operations, the session gave 150–160 leaders from 29 countries a practical way to work with AI — and a room that carried its energy straight into the Q&A.
About the Speaker
James Taylor MBA FRSA is one of the world's leading keynote speakers on creativity, innovation, and Human+AI collaboration — with over 3,000 keynotes delivered across 50 countries. His SuperCollaboration™ framework has been delivered at global industry assemblies, Fortune 500 leadership summits and technology conferences, always built around the audience's own operations and challenges. A Fellow of the Royal Society of Arts and author of SuperCreativity, James specialises in turning AI from an abstract trend into practical next steps for leaders.
James specialises in bespoke AI keynotes for international industry associations — from general assemblies to leadership symposiums. His preparation process ensures every story, framework and example is built for your members, not borrowed from someone else's.
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