Beyond Raid And Mirroring: A Next-Generation Approach To Data Resilience
Hitachi Vantara, Monday, February 23rd, 2026
Imagine being forced to buy twice the storage you'll ever use, or watch your AI workloads grind to a halt when petabyte-scale data growth from training models exhausts capacity mid-project?
Many teams remember when a few well-tuned arrays and RAID groups felt like more than enough, long before AI pipelines and container sprawl started eating capacity for breakfast. And then there's reliability. While mirroring can combat risk, it comes at a cost: reduced data capacity efficiency proportional to the number of copies - effectively halving usable storage space.
As organizations grapple with exploding volumes from AI, containers, and hybrid cloud apps, an alternative to legacy architectures is essential.