India, June 11 -- Introduction: A Moment of Global Convergence

Artificial intelligence is undergoing a profound transformation. What was once confined to centralised cloud data centres and academic models is now being operationalised across real-world systems-from retail environments to fast food chains and smart factories. AI is no longer just a concept; it's embedded into infrastructure and powering customer-facing experiences in real-time.

This shift has been made possible by the convergence of three foundational enablers: DevOps, observability, and edge computing. Together, they provide the backbone required to deploy, scale, and manage intelligent systems with speed, reliability, and visibility.

As this global transition unfolds, ...