Nvidia(US:NVDA) DDN·2025-12-01 17:44DDN's Core Focus - DDN positions itself as an enabler and accelerator of data-driven innovation across industries and use cases, akin to Nvidia's role in compute [5] - DDN emphasizes the importance of high-performance data, pivoting from high-performance computing to address the data needs of scientific discovery, business outcomes, and financial outcomes [3] - DDN aims to accelerate value and outcomes by feeding compute with data, irrespective of use case, whether it's in universities, government agencies, or organizations in various sectors [6] Challenges and Solutions - Organizations face challenges such as GPUs sitting idle (40%), power limitations, and fragmented hardware/software in AI data [10][11] - DDN claims to keep GPU utilization high (99% or even 999% in some cases), significantly lowering the cost per token (70% lower) and reducing power/cooling/data center footprint [11][12] - DDN addresses these challenges with solutions like Diate Core, AI Fasttrack, and AI Blueprint, designed to lower costs, accelerate AI adoption, and provide reference architectures for sovereign AI implementations [13][14][15] Product and Technology - Diate Core combines EXA and Infinia to provide a unified platform that lowers costs, accelerates checkpointing, and optimizes GPU utilization [13] - AI Fasttrack aims to simplify AI adoption for organizations seeking to achieve business, scientific, and financial outcomes [14] - DDN's architecture combines HPC scale, enterprise reliability, and AI-native speed [20] Partnerships and Ecosystem - DDN partners with cloud providers like Google (DDN WEP offering), OCI, and Corewave to enable distributed consumption and global enablement [8][9][19] - DDN collaborates with Nvidia, center, and Deloitte to develop and validate sovereign AI blueprints [19] - Nvidia is a partner and customer of DDN, with DDN technology deployed internally by Nvidia [8] Industry Applications - DDN solutions aim to deliver faster simulations and better fraud models for financial services, and faster screening for life sciences [23] - DDN enables AI factories to operate 24/7, ensuring continuous operation without interruption [24][25] - DDN optimizes its platform for specific industries and use cases, recognizing that requirements differ between financial services, academia, life sciences, and autonomous driving [28][29] Sovereign AI Blueprint - DDN is involved in large sovereign AI implementations globally, including in the US, Europe, Asia-Pacific, and the Middle East [15] - The sovereign AI blueprint provides a reference architecture for building successful AI implementations at high speed [15] - Yoda Shakti in India utilizes 8,000 B200 GPUs at 99% utilization with 40% power savings based on DDN's blueprint [19]