Graid Technology

We make AI faster. Graid Technology removes the infrastructure bottlenecks that slow training and inference, at any scale.

[Graid Technology @GraidTechnology]

KV cache offload only helps inference when fetch beats recompute. Field CTO Randy Kreiser explains why in TechArena’s report, The Integrated Machine. https://t.co/Sn1BmzdYQf

#GPUAcceleratedStorage #AIInference

[Graid Technology @GraidTechnology]

📸 Highlights from #Cypher2026! Its AI focus was a perfect match for SupremeRAID™ AE and Supreme JBOF—accelerating NVMe storage and enabling KV cache offloading.

AI ambition needs storage that can keep up, and that’s what we delivered

[Graid Technology @GraidTechnology]

🇯🇵 Bringing GPU-accelerated storage to Japan IT Week Autumn 2026!
Join Graid Technology at the OEC booth to explore storage solutions for demanding AI and HPC workloads.

🌟 Learn More:https://t.co/WXo0yuze2G

[Graid Technology @GraidTechnology]

"You've got a four-lane highway, and to get to your storage, you have to go down to a one-lane bridge." Garrett McKibben (Graid Technology) breaks down KV cache overflow on the Data Insights podcast, with a fix that moves the overflow to NVMe.
Watch now: https://t.co/rpEth8GTKR

[Graid Technology @GraidTechnology]

Rugged edge systems need resilient boot storage and fast mission-data protection in the same box. @TrentonSystems runs VROC™ by Graid Technology and SupremeRAID™ together in its U.S.-built 1U TRS14-18.5 server.

https://t.co/5U1PrNdJ4f

#GPUAcceleratedStorage #RuggedEdge

[Graid Technology @GraidTechnology]

AI infrastructure doesn't fail because GPUs are slow. It fails when storage can't keep up.

Watch Graid Technology CEO Leander Yu explain how SupremeRAID™ and GPU Accelerated Storage closes that gap for the AI era.

https://t.co/iWWU7C03sW

#GPUAcceleratedStorage #StorageTax

[Graid Technology @GraidTechnology]

Join Graid Technology at Cypher 2026 in Bengaluru, October 7–9 -- BOOTH 34 -- to explore storage built for AI workloads. From local AI workloads to edge deployments, let’s talk about keeping data ready when your models need it.

Learn More:https://t.co/oDtyGxQJnR

[Graid Technology @GraidTechnology]

Hardware RAID caps your NVMe array at 12–18% of line rate. Software RAID burns 18–28% of your CPU. With enterprise NVMe up ~257% since Q2 2025, the storage tax has never been more expensive.
Here's how to stop paying it 👇
https://t.co/OcBXD9tZmo

[Graid Technology @GraidTechnology]

Offloading KV cache only helps if fetching it beats recomputing. Graid Technology's Field CTO Randy Kreiser talks with TechArena about why memory—not FLOPS—now gates AI inference economics.

👉 https://t.co/rrENVjGi9N

#AIInference #KVCache #GPUAcceleratedStorage #AIInfraSummit

[Graid Technology @GraidTechnology]

AI infrastructure doesn't fail because GPUs are slow. It fails when storage can't keep up.

Watch Graid Technology CEO Leander Yu explain how SupremeRAID™ and GPU Accelerated Storage closes that gap for the AI era.

https://t.co/VyPCHDA8pJ

#GPUAcceleratedStorage #StorageTax

[Graid Technology @GraidTechnology]

🏆 We’re proud to share that our partner, Superphi Technology, received the Innovation Solution Award at @nvidia NPN Bootcamp 2026 for our jointly developed high-speed local hot data pool solution for quantitative finance.

[Graid Technology @GraidTechnology]

"You've got a four-lane highway, and to get to your storage, you have to go down to a one-lane bridge." Garrett McKibben (Graid Technology) breaks down KV cache overflow on the Data Insights podcast, with a fix that moves the overflow to NVMe.
Watch now: https://t.co/w2SyuailMC

[Graid Technology @GraidTechnology]

Offloading KV cache only helps if fetching it beats recomputing. Graid Technology's Field CTO Randy Kreiser talks with TechArena about why memory—not FLOPS—now gates AI inference economics.

👉 https://t.co/40j7Jx9Zfr

#AIInference #KVCache #GPUAcceleratedStorage #AIInfraSummit

[Graid Technology @GraidTechnology]

Highlights from @Dell Technologies Forum 2026! 🚀

Graid Technology showcased how SupremeRAID™ AE extends KV cache to local NVMe storage for faster, scalable AI inference with enterprise-grade data protection.

Thanks to everyone who joined us! 📸

[Graid Technology @GraidTechnology]

We’re pleased to welcome Vantageo Pvt. Ltd. to Graid Technology Taipei office —and announce Vantageo as our official VAR partner in India! 🇮🇳

We look forward to expanding access to high-performance storage solutions across the market.

[Graid Technology @GraidTechnology]

Join Graid Technology at @Dell Forum Taipei 2026 to discover how SupremeRAID™ AE transforms local NVMe storage into a high-performance extended KV cache.

Learn more: https://t.co/ksTRsA5szy

[Graid Technology @GraidTechnology]

Offloading KV cache only helps if fetching it beats recomputing it. Graid Technology's Field CTO Randy Kreiser talks with TechArena about why memory—not FLOPS—now gates AI inference economics.

👉 https://t.co/7JV6LJDOMd

#AIInference #KVCache #GPUAcceleratedStorage

[Graid Technology @GraidTechnology]

Graid Technology is headed to @Supermicro Innovate! EMEA, Sept 14-15 in Split, Croatia. Find us at Booth G1, showcasing SupremeRAID™ and VROC™ by Graid Technology. Data Protected & Performance Optimized.

https://t.co/2AryKAt3pd

#GPUAcceleratedStorage #AI

[Graid Technology @GraidTechnology]

Last week at #DTFShanghai, we showcased how Graid Technology-powered Smart JBOF enhances Dell Pro Max with GB10 through external KV Cache offloading over 100GbE and NVMe-oF over RDMA—delivering up to 24× faster TTFT than MD RAID with RAID 5 protection.

[Graid Technology @GraidTechnology]

RAID protection on your KV cache offload tier isn’t enough if the storage path is too slow. We tested it. Linux MD RAID5 was slower than no offload at all. SupremeRAID™ AE was 3.26x faster. The whitepaper has the full numbers. → https://t.co/7B1K93QK1D