What an AI-ready trade knowledge base needs before retrieval
Why inventory, provenance, permissions and duplicate handling come before model selection.
Methods, decisions and failure reviews
A growing record of AI, trade, industrial websites and smart metering—without news recaps.
A quotation file name should explain itself
A small naming rule can make quotation history easier to trace without adding a large system.
Dividing work across Codex, ChatGPT and WorkBuddy
A task-oriented way to reduce duplicated AI work and keep review checkpoints clear.