As enterprises move from AI experimentation to scaled adoption, success increasingly depends on more than advanced models and intelligent applications. In this thought leadership paper, ISG explores how AI is evolving into an enterprise-wide operating environment that requires a robust foundation of infrastructure, data, governance, operations and ecosystem integration. The report explains why organizations must look beyond isolated use cases and build integrated platforms that support intelligence across cloud, private, hybrid, sovereign and edge deployments.

ISG describes HCLTech AI Factory as an engineering-led approach that supports the full AI lifecycle, spanning AI Data Center Design and Build, AI Data Center Support, and AI Infrastructure and Services. By bringing infrastructure, AI platforms, governance, observability and partner integration together in a single framework, it helps enterprises reduce fragmentation and adopt new AI capabilities without rebuilding their core each time. Download the full report to learn how your organization can deploy, govern and scale AI with confidence.