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September 12, 2024

Blog: Graid Delivers Innovative Storage for AI and Data Analytics

Curious how Graid is redefining storage for AI? Read all details in the latest blog post from Tech Arena, then listen to the full podcast.

Written by Allyson Klein for Tech Arena  |  September 12, 2024

Kelley Osburn gets storage. As an industry veteran and leader at Graid Technology, Kelley recently shared his insights on how the storage arena is rapidly transforming to fuel AI workloads and how his company’s SupremeRAID™ solution – a revolutionary approach to tackling modern data storage challenges – is hitting a sweet spot in the market.

So why is traditional RAID no longer sufficient? Kelley explained how these configurations struggle with high-performance computing demands, especially in data-intensive environments. He emphasized the need for innovation in data storage as the exponential growth in data continues to challenge existing systems, explaining that RAID's original purpose was to provide redundancy and protection against disk failures. While this redundancy is still valued, it lacks the performance desired by many customers.

As data stores grow and speed-of-delivery of data becomes more urgent, innovation to the approach helps extend RAID solution viability while meeting customer demand. Graid's SupremeRAID™ solution, for example, optimizes storage performance by offloading RAID tasks to a dedicated hardware device, enhancing speed and efficiency without compromising data integrity. This makes it an ideal solution for customers managing massive amounts of data for applications like AI, machine learning, and big data analytics.

Kelley detailed the core value of Graid’s solution, describing how SupremeRAID™ addresses critical bottlenecks in traditional storage systems by offering unprecedented performance gains while reducing the computational load on CPU and system resources. The innovation lies in its architecture, which integrates both hardware and software in a way that eliminates RAID-specific processing burdens from the host server, thus allowing server resources to focus on other tasks. The result is a solution that dramatically improves throughput and reduces latency, creating a more balanced and efficient data environment.

In addition to AI and ML, SupremeRAID™ also proves to be a valuable tool in applications in media and entertainment, where high-resolution content creation, editing, and rendering demand significant data processing power. Its ability to handle these workloads without compromising performance makes it a game-changer for companies managing large data sets.

Industry Implications and Future Outlook 

So what are the broader implications of Graid's innovations for the storage industry? Kelley explained that as companies continue to generate vast quantities of data, the demand for more efficient and performant storage solutions will only grow. Graid’s SupremeRAID™ is positioned to address these challenges head-on, providing enterprises with the tools they need to manage, protect, and access their data faster and more reliably than ever before. This will rely on underlying storage media delivering the performance and density required for these tasks, and Kelley pointed to Graid’s strategic collaboration with Solidigm as an example of how high performance QLC memory delivers unique value to customers.

Looking to the future, Graid plans to continue evolving its technology to meet the ever-increasing demands of the data economy. As data volumes grow, so too will the need for innovative storage solutions that can handle not just the size, but the speed and complexity of modern workloads. SupremeRAID™ represents a critical step in that direction, offering a glimpse into the future of RAID technology and its role in addressing the data challenges of tomorrow.

Want to learn more? Check the podcast episode here.

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Graid Technology has achieved an industry-first benchmark: 100 million IOPS on a protected RAID 5 volume for GPU-initiated I/O, built from 32 KIOXIA XD8 NVMe SSDs. The result shows that resilient NVMe storage can now operate at the scale that current and future AI deployments require, which is especially significant for environments that require both extreme performance and enterprise-class data protection. In benchmark testing with a WholeGraph training workload, [...]
Every NVMe array pays a hidden storage tax — either 12–18% of line rate lost to a hardware RAID controller, or 18–28% of host CPU consumed by software RAID. With enterprise NVMe pricing up ~257% since Q2 2025, that tax now hits a much bigger check. SupremeRAID™ eliminates both halves by running RAID I/O on an NVIDIA GPU: full line-rate throughput, CPU cores returned to your applications, enterprise-grade protection on one card.
Graid Technology is excited to join the AI Powered Data Centre Conference 2026 as a Silver Partner in Mumbai, India. As AI workloads continue to drive new demands on data centre infrastructure, we will showcase how SupremeRAID™ GPU-accelerated NVMe RAID helps reduce storage bottlenecks, improve data protection, and enable higher performance for AI, HPC, and next-generation data centres.