Global data-center electricity demand is on track to double by 2030. We're making sure that growth doesn't cost the Earth.

AI for Ecology is a 501(c)(3) nonprofit shepherding the Age of AI into sustainable ecosystems that benefit the Earth, Everyone, Everywhere — with Efficient use of energy and resources.

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Update AIforE has opened its Year 1 fundraising campaign — $250K–$500K to fund our benchmark framework, site rebuild, and first year of programs.
Why This Matters

The case for sustainable AI, in numbers we can cite

Energy

~2×

Global data-center electricity demand is on track to roughly double this decade — from ~415 TWh in 2024 to ~945 TWh by 2030 — as AI build-out accelerates.

Source: IEA, Energy and AI (2026)
Fossil Power

~60%

Nearly 60% of the electricity powering data centers today still comes from fossil sources — natural gas, coal, and oil.

Source: IEA / Carbon Brief (2025–26)
Climate

10 of 10

The ten warmest years ever recorded have all occurred in the past decade, with 2024 the hottest year in 175 years of global records.

Source: NOAA National Centers for Environmental Information
Cost

+42%

U.S. residential electricity prices have risen 42% over the last five years — climbing as much as 94% in data-center-heavy regions like Washington, D.C.

Source: U.S. EIA, via PolitiFact (2026)
AI-Specific

50%

AI-focused data centers' electricity use jumped 50% in 2025 alone — over 16 times faster than overall global electricity demand growth.

Source: IEA, Key Questions on Energy and AI (2026)
Water

71%

Groundwater levels are falling in 71% of the world's monitored aquifers, with the pace of decline accelerating in nearly a third of them over the last four decades.

Source: Nature, global groundwater study (2024)

"A choice, not physics" — leading scientists argue today's energy-hungry mega data centers reflect a competitive business strategy, not a technical requirement. AI can be built dramatically more efficiently. (Source: Nature commentary, Aug. 2026)

What We Do

Sustainable AI doesn't just reduce harm — it actively heals.

We're a collective of tech and sustainability professionals with hundreds of years of aggregate experience at the top tech companies and sustainable organizations. We shepherd the Age of AI toward ecosystems that benefit the Earth, Everyone, and Everywhere — with Efficient use of energy and resources.

Our operating framework is the Five R's: ROI, Right-Sized, Renewable, Recycled, and Remediate — a practical way to make AI sustainability measurable instead of aspirational.

See the Five R's framework →
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Flagship Tool

The Token Cost Calculator

Part of our Year 1 build: a community tool that estimates the energy, water, and carbon behind AI queries — and a step toward the tokens-to-carbon-output benchmark methodology we're publishing as part of our Certification & Benchmark Framework v1.

Learn more →
Estimated energy300 Wh
Estimated water1.50 L
Estimated carbon120 g CO₂e

Illustrative estimates for demo purposes. Will be replaced by the sourced tokens-to-carbon methodology from our Benchmark Framework v1.

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