Specialized AI models are being deployed in healthcare, oil & gas, construction, and robotics, often requiring on-premise execution for data sensitivity and low latency. This trend shifts AI from cloud-only to edge-integrated vertical solutions.
The ETH spin-off secured Venture Kick funding to develop an AI platform that generates valid infrastructure designs in minutes, slashing the time needed to evaluate alternatives from weeks. The technology supports engineers without replacing them, op...
Agility Robotics’ strategy is all about onboard compute and sober hardware choices, reshaping the rules of industrial edge AI. While the race for ever-larger models fills data centers, the Digit case shows why robotics’ real value plays out far from ...
Paris and Silicon Valley-based startup Raidium has deployed its AI-native imaging platform at Moffitt Cancer Center, replacing legacy radiomics applications. A signal about where clinical AI is heading, and what it demands from infrastructure.
Healthcare startup Bunkerhill Health closes a Khosla Ventures-led Series B. Its Carebricks system lets health systems build their own AI agents, marking a shift from documentation support to operational patient routing—with deep implications for infr...
The Belgian startup raised €3 million in pre-seed funding for its AI-driven drug discovery platform. The real turning point is the data model: biological samples from therapy-resistant patients generate proprietary datasets, a choice that imposes res...
Bercan Kilic left Formula 1 aerodynamics to found microagi, a startup that trains robots for physical tasks using video of people. With the largest seed round ever in Germany ($55M), the project signals a strategic shift toward on-premise AI inferenc...
The startup closed a $20M Series A to build a foundation AI model for oil, gas, and petrochemical plants. The goal is a single model covering the entire facility, running on-premise to handle process data, predictive maintenance, and safety. It signa...
With a $3.8 billion valuation just seven months later, Chai Discovery marks AI drug discovery’s shift from promise to operational reality. This transition puts on-premise deployment front and center to protect proprietary data and meet regulatory dem...
A $32 million Series B led by Khosla Ventures pushes Monumental’s bricklaying robots beyond the UK for the first time, into US construction sites. The move puts edge hardware, data sovereignty, and the on-site compute stack at the center of the next ...
With over 2.5 million deliveries and a Cleveland Clinic partnership, Zipline accelerates healthcare drones. Hiring Tesla and Waymo veterans, plus daily flights exceeding major US carriers, place on-device AI inference at the heart of a distributed ar...
