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Notes on AI, architecture, and decision-grade engineering
Practical writing on technical due diligence, vendor evaluation, delivery systems, workflow design, and evidence-first AI in production.
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AI in Europe: Why SMEs Are Still Behind
AI adoption in Europe is growing fast, but small companies are still far behind large enterprises. A practical, low-risk way for SMEs to start with real workflow value.
AI Is Unbundling SaaS (and Changing the Economics)
LLMs make it faster and cheaper to build tailored workflows that used to require third-party SaaS. A real example: a custom call booking system built into my site.
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Why RAG Beats Fine-Tuning for Most Enterprise AI Projects
Why RAG Beats Fine-Tuning for Most Enterprise AI Projects
For most business use cases, Retrieval Augmented Generation delivers better results faster than fine-tuning. Here's why, and when each approach makes sense.
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