Essays, case notes, and opinions on AI in enterprise. Written by operators, for operators. No SEO fluff, no LinkedIn platitudes.
Every year, companies spend hundreds of millions on AI initiatives that never ship. The pattern is always the same. Here's what kills them — and how the ones that survive do things differently.
Read the essayThe edge cases we didn't anticipate. The model we had to throw away. The feature the security team asked for on day one.
Breaking down the gap between what vendors promise about autonomous agents and what production systems actually deliver in 2026.
Six areas where AI consistently pays back within 12 months for €50M–500M revenue banks. Specific use cases, specific numbers.
Your €300k AI system loses 15% accuracy in year one without active operations. Why that happens, and what it costs to prevent.
Less legacy tech debt, motivated talent, cost arbitrage, and pragmatic culture. The unexpected reasons the region is positioned to leapfrog.
The demand forecasting engine we built for a 30-store grocery chain. Architecture, data inputs, and lessons from the first 6 months.
New essays, case notes, and the occasional strong opinion. No spam, no "10 ways to prompt ChatGPT."