INDUSTRIES - NEOCLOUDS
INDUSTRIESNEOCLOUDS
Data infrastructure for neoclouds.
Scality ADI powers the data infrastructure of AI service providers, foundation model labs, and the next generation of GPU-driven cloud operators. In neocloud, GPU time is the product. Storage that throttles compute kills margin. Storage that breaks under tenant growth breaks the business. Scality ADI covers the compute, resilience, and scale demands that determine whether the platform stays ahead of customer growth.
AI compute
SCALITY ADI
Training, inference, retrieval, KV cache.
THE CHALLENGES
Pressures on the neocloud data infrastructure.
GPU compute is the product.
Training, inference, retrieval, and KV cache all run against the data plane. The data infrastructure either holds GPU throughput or stalls it. Metadata performance becomes the constraint at billions of objects per tenant.
One platform, many customer worlds.
Per-tenant isolation, IAM, billing, and lifecycle policy run inside one namespace. The platform absorbs tenant growth without operational duplication and without blast-radius coupling between tenants.
Model weights and training data are targets.
Training corpora and model checkpoints need immutability and provable recovery. Data poisoning, ransomware against the AI pipeline, and accidental corruption are all procurement-grade concerns now, not edge cases.
Residency lands inside the AI conversation.
European enterprises buying AI services demand jurisdictional residency. Neoclouds serving regulated customers need a data: plane that holds residency architecturally and supports air- ¡gapped or sovereign deployment shapes.
WHERE SCALITY FITS
The architectural response across every AI workload.
AI ready at line rate.
S3 over RDMA, GPU-direct access, and metadata performance that holds at exabyte scale.
Per-tenant isolation.
AWS-compatible IAM, encryption, accounting, and lifecycle policy enforced per tenant inside one platform.
Architectural cyber resilience.
Object Lock immutability for training corpora and model checkpoints. End-to-end CORE5 protection.
Sovereign AI deployment.
Residency, jurisdiction, and inspectability enforced at the data layer. Air-gapped and isolated deployments supported.
THE WORKLOAD MIX
NeoCloud infrastructure has one operating envelope: dense GPUs, many tenants, hard power limits, sustained workload mix. Scality ADI is the storage tier built for that envelope.
AI-first storage with S3 over RDMA and GPU-direct throughput. Metadata layer that holds at billions of objects per tenant. Architectural cyber resilience for model checkpoints and training corpora. Per-tenant isolation and sovereign deployment shapes built in. The Neocloud scales with the AI economy.


















