Special topic insight

AI for Sustainability

AI for sustainability is helping companies reduce their environmental impact and meet ESG goals. From energy optimization that cuts carbon emissions, to supply chain tracking that ensures ethical sourcing, AI is a powerful tool for building a more sustainable future.

The strongest recurring use-case pattern is Predictive maintenance for industrial equipment, with Supply chain optimization and demand planning and Energy optimization and industrial energy management also visible. Agentic workflow automation is an implementation pattern to watch, with 66 agent-related cases in the evidence base. Microsoft leads provider activity at 84.7% of the visible provider mix. For executives, the next decision is whether the underlying data, governance, and workflow ownership are mature enough to turn these examples into repeatable programs.