Industrial AI & Reshoring
AI is moving onto the factory floor. This page tracks the energy footprint of industrial automation, U.S. reshoring mega-projects, edge hardware deployed in facilities, and major capital funds targeting the AI + manufacturing intersection. Data: kinnarigroup/energydata.
Total facility load
committed across reshoring projects
AI incremental load
Total investment
$announced U.S. reshoring capex
Facilities
announced across tracked categories
Reshoring energy pipeline by project type
U.S. manufacturing reshoring is creating a new wave of industrial power demand. Total committed MW vs. AI-incremental load per project category.
AI load by facility type
How much does AI add to industrial facility power draw? Baseline energy use vs. AI-incremental load across facility types.
Edge AI hardware at the factory floor
Chips deployed in industrial settings — TDP range and AI performance.
Capital flows: AI × manufacturing funds
Major capital vehicles targeting AI-driven industrial transformation.