Reimagining AI Infrastructure: A Call to Action

Opna, a climate finance company, has released a groundbreaking whitepaper advocating for a new approach to building AI infrastructure. The paper highlights the need to shift away from the current resource-intensive hyperscale model towards a more sustainable and community-focused design.

Author: Shilpika Gautam, CEO and Founder, Opna.

A new whitepaper from climate finance company Opna calls for a redesign of how AI infrastructure is built, powered, and financed. The paper argues that the current hyperscale model – massive, resource-intensive data centres concentrated in a few regions – threatens to deepen global inequality and strain resources: water, land, and energy.

The report proposes a shift to inference-first, modular, distributed data centres, a model that aligns AI’s physical footprint with climate resilience and community prosperity. Properly designed, ‘right-sized’ facilities can anchor clean energy projects, stabilise grids, reuse waste heat and water, and drive demand for low-carbon materials and carbon removal.

“Decentralised compute decentralises power,” said Shilpika Gautam, CEO and Founder of Opna. “By embracing modular, inference-first design, we can redirect the trillions flowing into AI infrastructure toward assets that strengthen communities and the planet. AI infrastructure can and should become climate infrastructure.”

The paper outlines seven principles for achieving such a transition, including the anchoring of clean power, embedding circularity, advancing water stewardship, the use of low-carbon materials, and establishing binding community benefit agreements.

The whitepaper calls for rigorous transparency in energy and water data, localised siting strategies, and policy frameworks that reward integration with renewables and district energy systems.

“We need to move beyond the idea of data centres as isolated energy consumers,” said Alberto Ravagni, CEO of the Net Zero Innovation Hub for Data Centers. “Modular, inference-first centres can act as flexible grid assets – turning rising AI demand into a lever for accelerating, not obstructing, the net-zero transition.”

The whitepaper states the next trillion dollars of AI infrastructure investment will determine whether the digital revolution accelerates environmental degradation, or builds the foundation for a more equitable, climate-aligned future.

Author: Shilpika Gautam, CEO and Founder, Opna.

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