Scott Duncan is a chemical engineer who builds and open-sources agentic AI tools for chemical manufacturing: process troubleshooting, fault detection, and decarbonization. Speaker on industrial AI.https://scottduncanai.com/https://scottduncanai.com/writing/best-chemical-manufacturing-public-datasets/https://scottduncanai.com/writing/best-chemical-manufacturing-public-datasets/9 high-quality public datasets for AI projects in chemical manufacturing, with project ideas you can start in Claude Code today.Tue, 01 Sep 2026 00:00:00 GMThttps://scottduncanai.com/writing/agentic-ai-manufacturing-troubleshooting-assistant/https://scottduncanai.com/writing/agentic-ai-manufacturing-troubleshooting-assistant/I gave Claude Code a historian, an alarm log, a knowledge graph and a document store, then asked it what caused a boiler steam temperature dip. It found the stuck valve in seven steps, and showed its work.Mon, 31 Aug 2026 00:00:00 GMT