Indian public sector organisations are accelerating AI adoption for improved services. Containerisation and hybrid cloud infrastructure are increasingly used to support AI workloads. However, infrastructure readiness and governance challenges slow widespread AI deployment. Many organisations lack the necessary infrastructure for on-premises AI applications.