Scaling enterprise AI requires more than cloud infrastructure

AI & GOVERNANCE

Moving to the cloud does not by itself make an enterprise AI solution scalable. The architecture must also connect services, data and interfaces so that the solution can operate reliably and evolve with demand. Containerized services, shared data foundations and API-driven integration are useful building blocks in this approach.

For CIOs, CTOs and enterprise architects, the priority is a coherent AI strategy that supports collaboration and data interoperability. Treat cloud infrastructure as part of the foundation, then design the operating model and integration architecture needed to move from pilots into everyday use.

Cover: AI-created editorial illustration of the topic.

By Ahmad Al Shami · Strategy, Enterprise Architecture, Transformation & Agentic AI