Insights
Decide before you automate
Practical notes on product framing, internal tools, SaaS, RAG and applied artificial intelligence.
RAG + LLM Wiki: building a verifiable ECHR case file
How OCR, LLM analysis, hybrid retrieval and structured memory turn thousands of pages into reviewable ECHR applications and bundles.
Case study ·From bakehouse to last mile: the business system behind a bakery
The L’ami du Pain case study: connecting B2B orders, production, delivery, a PWA, notifications and an AI assistant in one business product.
Automation ·How to recognise a process that is genuinely worth automating
A practical method to quantify the problem, map exceptions and choose between simplification, conventional automation and AI.
Document AI ·Document RAG in production: the decisions that matter beyond the chatbot
From document identity to answer evaluation: a practical architecture for traceable, usable AI-assisted research.