New Delhi, Dec. 1 -- The past two years have pushed artificial intelligence from pilot projects into real operations across India's industrial landscape. What began as curiosity and experimentation is now confronting hard infrastructure realities. Organisations learned that buying more accelerators does not automatically unlock value. The true constraint today lies in the systems that move and govern data. Storage, networking, and the pipelines that feed models are the foundation that determines whether AI can scale in a reliable and sustainable way.

Agentic AI will be the decisive shift of 2026. These are systems that do more than assist. They will act autonomously within business workflows to make routine decisions and execute tasks at...