As AI accelerates data generation and resource demand, tape emerges as the most economical, sustainable, and durable storage solution for secondary and archival data. This article explores tape’s role in supporting AI workflows while improving energy efficiency, security, and total cost of ownership.

AI is driving unprecedented demand on compute, memory, and storage resources. As unstructured big data and multi-petabyte archives become the primary input for AI models, every technology tier is stressed. This article explores the energy, memory, and storage implications of AI deployment, highlighting the challenges and considerations for future data infrastructure.