RapidKnowHow: POTENTIAL AI-Driven ROCE

4th June 20254th June 2025 Josef David

📊 ROCE Comparison: Traditional vs AI-Driven Industrial Gas Business

Company / Action	Traditional ROCE (%)	AI-Driven ROCE (%)	Key AI Action (Q1–Q8)
Linde	14.8%	21.0%	Q1: AI Predictive Maintenance to cut downtime
Air Liquide	12.9%	19.5%	Q2: AI Route Optimization in Delivery Network
Air Products	13.7%	20.2%	Q3: Smart Cylinder Refilling & Tracking
New Entrant (AI-native)	–	24.5%	Q4–Q8: AI for Pricing, Demand Forecasting, Service Bundling

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📊 ROCE Comparison: Traditional vs AI-Driven Industrial Gas Business

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