India, Aug. 4 -- As AI decentralises, organisations seek control, sovereignty, and efficiency beyond cloud dependence and centralised platforms

A quiet but significant shift is underway in the world of Artificial Intelligence. After years of relying on large, cloud-based models controlled by a handful of global technology companies, businesses, Governments, and academic institutions are increasingly turning towards self-hosted Large Language Models (LLMs).

This transition is not merely technological. It is economic, strategic, and geopolitical. Concerns over data sovereignty, rising operational costs, and global supply constraints are pushing organisations to rethink where and how AI should be deployed.

For years, AI was largely access...