Tag: Strategy

AI Organisational Design Problem Definition

The Biggest AI Gap Isn’t Strategy or Engineering

In an interesting conversation recently about where organisations are struggling most with AI adoption. The question was straightforward: Is the biggest challenge having the right AI strategy, or having the engineering capability to turn that strategy into reliable products? It’s a reasonable question. But I believe it starts much earlier than either strategy or engineering.…
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September 21, 2026 0
Strategy into Outcomes

Strategy Into Outcomes

  Executive Overview Most organisations do not fail because of poor strategy — they fail because strategy is not translated into consistent, measurable execution. In complex environments, with AI accelerating both opportunity and risk, the gap between intent and outcome becomes even more visible. Strategy Into Outcomes provides a disciplined, enterprise‑ready approach that connects strategic…
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April 27, 2026 0
Customer Agility Framework ™ 

Visit the Customer Agility Framework ™. Explore how AI, LLMs, and real-time work definition reshape organisational design, governance, and operating models.

Customer Agility ™ Explained

Customer Agility ™ model explained as a real‑time, AI‑enabled organisational system that connects insights to outcomes through Customer, Business, and Technical North Stars. 
Karl A L Smith Blog started in 2001

Thought‑leadership site showcasing Karl A. L. Smith’s work across AI, organisational design, digital transformation, zero-trust, and socio‑technical innovation.

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