AI project failure causes - data infrastructure gaps that kill initiatives

Why Your AI Project Failed at the Data Layer

10 January, 2026 · Thomas Nys
Process debt vs technical debt - why approval chains are harder to refactor

Process Debt Is Worse Than Technical Debt

18 December, 2025 · Thomas Nys
Data lakehouse governance failure - how platforms become data swamps

Why Your Lakehouse Became a Swamp

10 December, 2025 · Thomas Nys
MVP technical debt trap - hidden interest rates on quick launches

Why MVP Thinking Creates Permanent Debt

23 November, 2025 · Thomas Nys
Engineering culture and technical debt - speed without quality creates drag

Speed-only cultures build hidden debt, not velocity

21 November, 2025 · Thomas Nys
Data product strategy - why purpose-driven design prevents project failure

If your data product doesn't start with 'why,' it will en...

13 October, 2025 · Thomas Nys