Focusing specifically on the intersection where AI-driven efficiency gains produce both financial returns and measurable environmental or social outcomes, the report is cognisant that not every AI application delivers sustainability benefits. Instead, only subsectors that demonstrate a clear chain from AI capability to commercial value to sustainability outcome are included. Observations are made about a specific class of applications — those that improve how energy, materials, capital, and human capacity are used in systems where inefficiency carries both a financial cost and an environmental or social cost. The report notes that the link between financial performance and sustainability outcomes is structural in these typically large systems. Subsectors in which this chain cannot be demonstrated are not included.
A new report published by Boston Consulting Group (BCG) and Temasek has estimated that artificial intelligence (AI) could unlock an US$600 ($768) billion of annual value globally by 2028. More importantly, it connects sustainability with financial returns using AI.
Published on May 19 at Ecosperity Week, The Private Capital Opportunity in AI-Enabled Climate and Sustainability Sectors report aggregates the value arising from how AI can drive cost reductions, revenue enablement and improved asset utilisation, if current AI capabilities were deployed at scale across 40 subsectors analysed in this report. It is a directional indicator of the opportunity’s magnitude, not a forecast of realised returns, notes the authors.

