Strategy
Why Your Data Strategy Is Failing at Execution
The five structural failure modes that kill data strategies — and why better communication isn't the fix.
Articles
On AI strategy, innovation, and building things that work.
Featured
Why Most AI Governance Frameworks Are Theater
Companies are producing AI governance documents at record speed. Almost none of them change actual behaviour. Here's what works instead.
· AI Governance
Data Leadership
How to Structure an AI Team Without Creating a Silo
The way you structure your AI team determines whether AI becomes a strategic capability or an expensive research lab. Here's what I've seen work.
Data Leadership
You Can't Install a Data Culture
Data culture isn't a project you launch or a tool you buy. It's a byproduct of how your organisation actually makes decisions.
Enterprise AI
Why Most AI Strategies Fail Before They Start
The problem with most enterprise AI strategies isn't the AI part. It's the strategy part. Here's what goes wrong and how to build one that actually works.
Career
The Hardest Skill Shift in Data: From Analyst to Leader
The transition from technical contributor to data leader is an identity crisis disguised as a promotion. Here's what actually changes and how to survive it.
Enterprise AI
What We Actually Learned Building RAG Systems
Retrieval-Augmented Generation looked straightforward in the tutorial. In production, it was anything but. Here's what we learned the hard way.
Data Architecture
Data Mesh: Two Years In, What Actually Happened
We adopted data mesh principles with high hopes and a big budget. Here's an honest accounting of what worked, what didn't, and what we'd do differently.
Enterprise AI
Build vs. Buy in AI: A Framework for Decisions Nobody Wants to Make
Every AI team faces the build vs. buy decision repeatedly. Most get it wrong because they're optimising for the wrong variable.
Enterprise AI
The Gap Between AI Demos and AI in Production
That impressive AI prototype is probably 18 months and three rewrites away from running reliably at scale. Here's what actually breaks.
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