TECH & AI
TOP 10 VENDORS
1. Google Cloud Pioneering ML-driven data centre cooling optimisation that achieved industry-leading 40 % energy reductions while sharing research insights
2. Microsoft Azure eploying ML across global infrastructure for predictive maintenance, capacity planning and automated incident response at hyperscale
3. AWS Leveraging ML for intelligent workload placement, energy optimisation, and custom silicon development supporting AI infrastructure demands
4. Schneider Electric Delivering EcoStruxure’ s ML-powered infrastructure management platform with predictive analytics accessible to diverse operatorsa
5. Vertiv Integrating ML throughout thermal and power management systems with practical focus on efficiency and reliability improvements
118 January 2026