AI, e-commerce, SEO/GEO and tech leadership. Real stories from real projects, written without the fluff.
5 min readThe law is full of contradictions and gaps. Here is why I built a knowledge graph to surface them — to fix and document them — and how to do accountability on public data, with explicit ethical guardrails.
June 23, 2026
6 min readThe graph visualization is a door, not the product. The real asset is the knowledge graph of relations + the network of MCP connectors: a universal tool, and a bridge toward a new generation of open data.
June 23, 2026
5 min readThe Constitution and seven codes (criminal, civil, procedure, road, consumer, insurance): ~6,445 articles ingested one by one, with ELI identifiers and 86,672 authoritative amendment relations from Normattiva. Here’s the method, the numbers and the real limits.
June 17, 20265 min readFrom the EU Publications Office bulk dump (56,292 acts) I extracted and linked thousands of European statutes — regulations, directives, decisions — to the Italian-law graph, with CELEX and ELI. Here’s the method, the real numbers and what’s still missing.
June 17, 20267 min readThe Italian Chamber and Senate publish great open data but with two different ontologies (OCD and OSR): surname, legislature, dates and relations are modeled in incompatible ways. Here are the problems — and how we solved them building a single graph.
June 17, 20266 min readItalian public data is «open» by law but often badly kept: dated portals, endpoints answering empty, broken certificates, malformed links, abandoned civic projects. A documented analysis, source by source, from someone who actually had to integrate them.
June 17, 20265 min readThe Italian Senate also publishes its data on GitHub (Akoma Ntoso, CI-updated); the Chamber only through a SPARQL endpoint. Two philosophies — with real consequences for reliability and reuse. Here’s what we learned integrating both.
June 17, 2026
3 min readHow to automate customer care without invented answers: RAG on real store data, human takeover, and one assistant across website, WhatsApp and Telegram.
June 14, 20262 min readBring an AI assistant to Telegram with the same knowledge base as your site: fast support and pre-sales, reusable message templates, and answers from real store data.
June 14, 2026I've always written, usually for myself. This blog is my attempt to bring it out: honest notes on AI, e-commerce, SEO and product, no fluff. Some pieces come from real projects, others from things that simply caught my curiosity.
— Giulio, founder