Blog
New post: How to Build an AI Ecosystem Without Transforming Everything at Once – A Practical 3-Phase Framework
Real organisational advantage comes from redesigning the entire system of work, not just automating pieces of it. The answer for AI transformation is: Starting small without staying small. Start small but design for scale from day one. Start with one workflow that matters, redesign it properly, and then use that success as a framework for expansion.
Where to Point AI: A Practical Guide to Finding Use Cases That Change Results
Identifying AI opportunities is a skill. It requires knowing where to look, what questions to ask, and how to separate genuine performance problems from distractions. This newsletter breaks down exactly how to do it: a practical approach to finding AI use cases that connect to outcomes the business actually cares about.
The Future of AI Strategy — What Organisations should do in 2026 to integrate AI seriously and make it work in daily business
AI literacy in 2026 is not about prompts or model knowledge. People should understand how AI changes work, decisions, processes and accountability. It means they can use AI confidently in daily tasks, judge the quality of outputs, understand risks, and take responsibility for results. Without this foundation, even the most ambitious AI strategy remains theoretical.
The Hidden Reason your AI Projects aren’t Delivering Results and How to Fix this
AI does not produce results through tools alone. We need a systems that define how work changes, how people collaborate with AI, and how success is measured. Without this system, even the best technology cannot deliver sustained value. This article explains the missing foundation and the practical steps that finally turn AI into measurable progress.
From AI Experiments to AI Portfolio — Tips and Scaling AI Tracker Template
In this article I want to show you why experiments with pilots don’t scale, how to shift toward an AI portfolio, and how to use a practical AI Portfolio & Scaling Tracker Template to bring structure, alignment, and real business impact. This article gives practical steps to create clarity, direction, and measurable momentum.
From AI Chaos to Clarity: Clear Steps How to Design a Simple AI Roadmap
Over the months, I spoke with dozens leaders from more than twenty organisations — from manufacturing and logistics to consulting and finance. Different industries, different levels of digital maturity, but all of them said the same thing: “We’re experimenting with AI… but we don’t have a clear structure yet.” This blog article shows how to develop an AI roadmap.







