AI use in climate, sustainability could unlock US$600 billion in annual value: Temasek, BCG

But a ‘clear-eyed view’ on the technology’s environmental impact is also needed

Sharanya Pillai
Published Tue, May 19, 2026 · 10:01 AM
    • The report highlights five areas where AI could unlock a collective US$423 billion in annual value.
    • The report highlights five areas where AI could unlock a collective US$423 billion in annual value. PHOTO: YEN MENG JIIN, BT

    [SINGAPORE] Deploying artificial intelligence across the climate and sustainability sectors could generate US$600 billion globally in annual value, indicated a report by Temasek and Boston Consulting Group (BCG) published on Tuesday (May 19).

    This is on the basis of efficiency gains, cost reductions and new revenue enabled if present-day AI capabilities are deployed at scale across 40 areas – such as water quality monitoring, sustainable logistics and building energy management systems.

    The US$600 billion figure “is a directional indicator of the opportunity’s magnitude, not a forecast of realised returns”, the organisations said in the report, which was released at the annual Ecosperity Week conference.

    AI deployment can also improve asset utilisation by extending equipment life and deferring capital expenditure. It can also cut expenses in areas such as maintenance, as well as generate new revenue streams, the report noted.

    It added: “Examples include asset-level climate risk scores that enable new insurance products, grid orchestration platforms that turn distributed batteries into tradable capacity, and adaptive learning systems that reach students conventional instruction cannot serve.”

    The report highlighted five areas where AI could unlock a collective US$423 billion in annual value: climate risk modelling; industrial equipment and systems efficiency; grid, storage and system flexibility management; inclusive education; and materials discovery.

    DECODING ASIA

    Navigate Asia in
    a new global order

    Get the insights delivered to your inbox.

    Temasek and BCG said that AI is expanding what counts as climate and sustainability investing by making environmental and social performance “both measurable and improvable”.

    “Sectors not historically viewed through a climate or sustainability lens – such as industrial process control, catastrophe risk pricing and grid congestion management – are becoming central to the landscape,” they noted.

    That said, they called for a “clear-eyed view” of AI’s resource demands, acknowledging that “communities in several regions have raised legitimate concerns about rising utilities bills and emissions”.

    “The relevant question, however, is whether the systems that could be optimised by AI would consume fewer resources in aggregate than they currently do.”

    This question should be evaluated on a sector-by-sector basis and reviewed over time, they added.

    Decoding Asia newsletter: your guide to navigating Asia in a new global order. Sign up here to get Decoding Asia newsletter. Delivered to your inbox. Free.

    Copyright SPH Media. All rights reserved.