Making data & AI transformation
land.
Architecture, strategy, and the adoption thinking that bridges the gap between what technology can do and what organisations actually achieve. Insidin brings critical thinking, proven practice, and an honest assessment of what is worth pursuing and what is not.
Services
Technical depth, business fluency, and the adoption thinking that separates strategies that land from strategies that stall.
Data & AI Architecture
Deep technical expertise combined with real business understanding, and the change management thinking that most architecture engagements skip entirely. Not what the textbook says, but what actually works.
AI Strategy
Critical assessment of where AI will actually deliver value and where it won't. Not a static roadmap, but a living strategy mechanism that adapts as the landscape moves, grounded in risk/value analysis rather than hype cycles.
Data Management Maturity
DG2DMM: a maturity framework built around outcomes, not compliance checklists. Measures adoption and realised value through KPIs, drives automated governance through the platform.
Venture Advisory
Board seats, direct investment, and founder advisory for startups that need strategic thinking they can't yet afford to hire. Frank, risk-aware counsel for ventures building tomorrow's platforms.
Jan Uyttenhove
I’ve spent over 25 years in data architecture, long enough to know which trends are worth pursuing and which are noise. I’m a pragmatic generalist who looks at the whole picture: the technology, the business case, and the human side of change that most engagements ignore.
I founded Insidin because organisations that are stuck deserve frank, experience-backed advice, not another framework presentation.
I created the DG2DMM framework because existing maturity models measure compliance, not outcomes. DG2DMM ties data governance to measurable value and drives it through the platform itself.
Original thinking. No buzzwords.
Position papers, strategic analysis, and critical assessments of what actually matters in data & AI.
Computational Data Governance for measurable maturity progress
How to move from descriptive governance to automated, platform-driven enforcement that actually scales.
AI Strategy Is Not Missing. It Is Expiring.
Why static AI plans become obsolete faster than they're written, and what to do instead.
Reply With a Meeting: A DRI Signal Your Agenda Can't Ignore
Let's talk straight.
If you’re stuck, if a previous initiative didn’t deliver what it promised, or if you want an honest assessment before committing further, reach out. No sales process. Just a direct conversation.