
15-minute retrofit that makes existing streetlights smart, cutting energy use by up to 80% without replacing a single pole.

15-minute retrofit that makes existing streetlights smart, cutting energy use by up to 80% without replacing a single pole.

World reconstruction model that turns a few ordinary camera feeds into interactive 4D scenes in near real time, with zero hallucinated geometry, for physical AI, sports, live events and film.

The intelligence layer for digital parenting: catches cyberbullying, grooming and harmful contact across a child's apps and games, and only pulls parents in when it matters.

At-home diagnostics that read biomarkers from a simple blood test and a phone instead of a central lab, starting with the first multi-hormone test (testosterone, cortisol and more).

Sovereign EU AI stack with 60+ models behind one API, running entirely on European infrastructure, compatible with OpenAI and Anthropic and free of US hyperscalers.

AI-native platform for external audit that cuts substantive testing, the most time-consuming part of an audit, by 70% while expanding evidence coverage 100x.

AI agents to turn industrial engineering drawings into purchase orders in days, not weeks, with $8M procured with four live contracts.

New model architecture that keeps context in memory instead of reprocessing the whole conversation every turn, making AI 25x cheaper and letting models keep improving themselves.


Licensing infrastructure for faces and voices in AI-generated content: talent registers once, AI platforms license via API, and every use is tracked and paid.

World model of the human brain, trained on brain organoid data to predict how living tissue responds to treatment, aiming to cut preclinical cycles from 2.5 years to 6 months.