About

AI runs on energy.

Every AI answer is energy turned into a prediction. We work to lower the cost of both, and widen access to AI.

Seth Thuraisingham, Founder and CEO, Lunio

“Ask an AI a question and billions of trained connections light up at once, schooled on almost everything humanity has written, to turn stored knowledge into a judgement: a word, a line of reasoning, a decision.

Every answer is electricity. A token is energy spent to produce a thought.

That is why making intelligence abundant takes two things together: cleaner energy to power every answer, and lead models that delegate to domain-specific ones — more accurate on the task and far lighter on compute.”

Seth Thuraisingham Founder & CEO, Lunio

Why now

The evidence

The price of a single answer is falling fast, roughly 10× a year. But demand is rising faster, from one chatbot reply to hundreds of agents working a problem together. AI token processing grew about 330× in two years, with about 24× more forecast by 2030. Cheaper tokens are being used far faster than they get cheap.

Firing one of an AI's connections for a single word costs about five trillionths of a joule. The bill is in having billions of them, fired for every word.

The data

Demand for AI is racing ahead of the energy and economics to power it.

~330×
Token processing growth in two years: Google, 2024 to 2026; ~10×/yr
Cost of AI capability falling: a16z, Epoch AI, 2024 to 2025; 2×+
Data-centre electricity by 2030: IEA, 2025; 2,290 GW
US power projects waiting to connect; firm power takes 5+ years to build: LBNL 2025; GE Vernova 2026

How we close the gap

Every problem that narrows the distance

We work on every problem that narrows the distance between what AI will demand and the energy and cost to deliver it.

Two of the biggest levers today: build abundant clean energy, so AI is cheaper to run; build efficient, domain-specific models combined with the benefits of leading LLMs, so the cost per token falls and accuracy rises.

This is visible in what we build today: Energy, Canopy and Streamline.

The long-term view

Building for the next 15 years

We are building for the long term. We have a plan and a framework to bring down the cost of energy and the cost of AI, and to widen access to both. Over the next 15 years, nothing across the energy and AI supply chain is off the table.