At AI Scale, Cost Is Not a Line Item—It’s the Architecture

Storage cost sets the limit on how much AI capability you can keep. Key Takeaways AI teams often feel storage pain after compute gets approved, racks get filled, and new data starts piling up from training runs, inference logs, checkpoints, embeddings, and retrieval indexes. That sequence hides the real order of cause and effect.