AI startup Visko closes $10 million pre-seed round and launches Orbis, its first Live Model

Visko's launch of Orbis and its $10 million pre-seed round introduces a significant shift in AI video generation, moving from static rendering to real-time, interactive streaming. This 'Live Model' approach, which allows for instant prompt changes and sustained 4K video output, could reshape how content is created and consumed across Asia. For instance, in markets like South Korea or Japan, where interactive entertainment and high-fidelity streaming are deeply integrated into daily life, Orbis presents a new tool for game developers, live commerce platforms, and educational content creators. The ability to generate physics-grounded, unbounded video streams with persistent memory offers a tangible advantage over existing short-clip solutions. The technology’s potential for robotics and physical simulation also bears watching in manufacturing hubs like China and Taiwan. The real-time, consistent world modeling could accelerate development in automation and digital twins. However, the challenge for Visko will be scaling this technology and ensuring its adoption across diverse Asian markets, each with unique infrastructure and content demands. The company's technical report acknowledges areas where Orbis trails other systems, suggesting that while promising, widespread integration will require further refinement and localized support.