Industrial AI can’t deliver on its climate potential without better data infrastructure. The problem is widely acknowledged. What is less understood is how governments, research programmes and industry coalitions are beginning to address it. Every AI system deployed in an industrial setting depends on one thing above all others: data.…

The EU’s Carbon Border Adjustment Mechanism is placing new demands on industrial companies worldwide. For those who respond strategically, it is also creating a compelling case for AI-powered carbon measurement infrastructure. When the European Union’s Carbon Border Adjustment Mechanism (CBAM) entered its transitional phase in October 2023, it signalled something…

Unplanned industrial downtime wastes energy, generates avoidable emissions and costs industry billions each year. AI-driven predictive maintenance is changing the economics of industrial operations, with significant implications for decarbonisation. An unplanned shutdown at a large industrial facility is not simply a production problem. It is a climate problem. Emergency stops,…

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