• Its not about the Data..

    Its not about the Data.. Why So Many Data Projects Underwhelm—And What We Can Do About It Over the past 26 years, I’ve worked across a wide spectrum of data initiatives—from warehouse builds and cloud migrations to analytics delivery and platform transformations. While the technical execution of these projects has often been the primary focus,…

  • Trust Starts Here: Real-World Measures for High-Quality Data

    Practical steps aligned to people, process, technology, and data — so your analytics outcomes aren’t built on guesswork Contents In my last article outlining how a mature, data driven culture breaks out into an effective data eco-system, I highlighted that data initiatives need to consider the whole eco system in order to ensure they are…

  • 10 Reasons to Plan for Measurable ROI from Your Data & Analytics Investments.

    10 reasons to plan for measurable ROI from your data & analytics investments. “If leaders really want to create a data driven culture, the journey starts with them! Leaders in a data led business ask data led questions, challenge assumptions and relentlessly focus on measurement and testing.” Having worked on data and AI initiatives for…

  • What Does “Good” Look Like in a Mature Data-Driven Culture?

    What Does “Good” Look Like in a Mature Data-Driven Culture? Contents  “Data-driven culture” is more than a buzz term; it’s a strategic imperative. Yet despite investing heavily in platforms and tools, many organisations still struggle to realise the promised value. Why? Because true transformation requires more than technology, it demands a cultural shift. Nobody disputes…