Powering Advanced AI Data Delivery With F5 And Scality
F5, Wednesday, February 18th, 2026
As organizations scale AI initiatives from experimentation to production, one reality is becoming clear: AI success depends as much on data delivery as it does on models.
Training, fine-tuning, analytics, and retrieval-augmented generation (RAG) all rely on fast, reliable access to massive volumes of data-often stored as objects and distributed across sites, environments, and regions.
S3-compatible object storage has emerged as a foundational layer for these workloads, as we discussed in a recent F5 blog series on AI data delivery. But storage alone is not enough. Without intelligent traffic management, availability controls, and security at the access layer, AI pipelines quickly encounter bottlenecks, resilience gaps, and governance challenges that slow innovation and increase risk.