Every physical device running AI faces the same invisible ceiling. The industry built tools for the grid. We built for everything else. The gap between those two assumptions is where we live.
Not every operation inside an AI model demands the same energy. The industry's tools were built to assume otherwise — because for them, maximising utilisation is the business model. For us, the constraint is the product.
We have run the benchmark on physical hardware. The outcome is measured, logged, and cryptographically signed — every data point tamper-evident and independently verifiable.
We are not asking you to trust a claim. We are asking you to verify a proof.
Request the benchmark →The market is not a segment. It is a constraint that cuts across industries. We go where the power envelope is the constraint.
The free lunch is over. Power is now the dominant constraint in every computing system. Energy efficiency will replace raw performance as the benchmark that matters.
Energy efficiency is not a feature. It is the fundamental metric by which all future computing systems will be judged. Joules per operation will replace FLOPS.
The AI revolution will be won by whoever can deploy intelligence closest to the physical world — and that requires solving power at the edge first.
"We don't need new physics. The headroom is already there — inside the model, inside the silicon, inside the assumptions no one questioned. We questioned them."
We are raising a small pre-seed round from principals who understand infrastructure cycles. The technical work is done. The benchmark is signed. What remains is the commercial sprint. We are not looking for a large syndicate — we are looking for the right partners.
Available under NDA