Why inventory, provenance, permissions and duplicate handling come before model selection.
SCOTT / PRACTITIONER
AI-Powered
Global
Trade Lab
Build. Sell.
Automate.
I explore how AI, software and digital systems can solve real problems in global trade.
Projects, tools and field notes by Scott.
International trade, industrial products, smart metering and practical AI systems.
Selected fieldwork
01Calinmeters.com Multilingual WebsiteAfrican markets · English and French · B2B websiteIn Progress02Smart Meter Trade Knowledge BaseApprox. 9.7 GB · Deduplication · AI retrievalIn Progress03Quotation AutomationExcel · Naming rules · Version controlInternal Tool04AI Global Trade WorkflowCodex · ChatGPT · WorkBuddy · Knowledge systemsExperiment
View all projectsUseful tools
Latest field notes
A small naming rule can make quotation history easier to trace without adding a large system.
A task-oriented way to reduce duplicated AI work and keep review checkpoints clear.