Rohan Paul

Most AI infrastructure discussion is about GPUs. However, as agentic AI is moving into production, enterprises need more than GPUs. They need secure, reliable, and cost-efficient AI infrastructure platform. Unlike traditional data centers, AI factories feature state-of-the-art rack-scale AI systems with tightly coupled GPU compute, power delivery, and liquid cooling resources. Full visibility is an indispensable capability for every AI factory to boost operational efficiency and system stability.. KAYTUS is saying their KSManage lets data center operators monitor and manage servers, storage, network gear and liquid cooling from many different vendors in one dashboard instead of juggling separate tools. e.g. high-density liquid-cooled racks have thin margins. If you can't see per-node power draw next to coolant temperature next to GPU clocks, you leave headroom unused because you can't prove it's safe to use.