Core reading
How Can Companies Create Value From AI?
When does using AI become business value? I examine the links between model capability, completed work, operating capability, and measurable results.
Read →12 min
AI and organisational capability
Building Organisational Capability with AI
AI becomes strategically useful when it changes the organisation's capacity to make decisions and do work—not when it merely adds another tool. This guide brings together 6 articles on that distinction.
The question
What becomes possible after the tool is available?
The same model can be available to everyone. The difference lies in the work a company redesigns, the judgment it preserves, and the capability it builds around the technology.
01
Value and choices
Start with the business result, not the novelty of using AI.
Core reading
AI's Value Is Not Always More Work
Time saved with AI does not always need to become more output. Quality, lower overload, and management visibility are also real business value.
Read →8 min
Core reading
The Same AI Does Not Create the Same Competitive Advantage
You may use the same AI as your competitor. The competitive difference emerges when the model changes the promise made to a customer and informs the next decision.
Read →6 min
02
Work and capability
AI changes who can do which work, but it does not remove the need for judgment and strategy.
Core reading
If AI Handles the Execution, Who Sets the Strategy?
If AI reduces the specialist hours behind agency execution, what remains? An analysis of strategic capability, staffing, and accountability for outcomes.
Read →9 min
Core reading
When AI Changes Work, Training Employees Is Not Enough
How should companies prepare employees when AI changes their work? I examine training, role design, and internal transitions together.
Read →11 min
Supporting analysis
Can a Junior Who Uses AI Well Outperform a Senior Expert?
Can less experienced workers close the seniority gap with AI? I examine AI fluency, workflow design, and when experience still creates real value.
Read →8 min
03
Organisational change
Lasting gains require redesigning work and making deliberate choices about the organisation that emerges.
Articles in this part of the guide are being prepared.