Drop-in familiar.
Use the tools and SDKs your team already knows. Keep your buckets, policies, and pipelines portable.
Storage / Object cloud
S3-compatible object storage with reserved throughput, straightforward economics, and a direct path into your training fabric.
When data is the bottleneck, adding more GPUs only makes the wait more expensive. Start with a reliable flow.
Use the tools and SDKs your team already knows. Keep your buckets, policies, and pipelines portable.
Commit to a performance tier that reflects your dataset and keep transfer behavior predictable across a run.
Video, imaging, 3D assets, audio, and training shards live together without forcing a lowest common denominator.
A clear path to production
Put active training data near the GPUs, archive the rest without losing control, and make every handoff measurable.