IBM introduced new hybrid AI infrastructure capabilities at IBM Think 2026 through its Enterprise Advantage service, designed to help organizations build and operate internal AI platforms with full control over data, models, and deployment environments. The release is tightly coupled with updates to IBM Consulting Advantage, its delivery platform for client services, both powered by IBM watsonx. Key partners including Amazon Web Services, Pearson, and Providence demonstrated production use cases, positioning the announcement squarely around enterprise AI infrastructure and operational control.
The central focus is hybrid AI infrastructure that enables enterprises to deploy agent-based systems across multiple environments while maintaining sovereignty. Enterprise Advantage introduces Context Studio, which allows organizations to build AI agents grounded in internal data structures and workflows, improving accuracy and relevance at scale while preserving control across hybrid environments. Process Studio, expected later, extends this by converting legacy operational procedures into agent-executable workflows, targeting measurable cost reduction and process optimization.
Partner implementations highlight how this infrastructure approach translates into operational outcomes. Pearson is co-developing an AI agent verification capability built on its internal platform modelled on Enterprise Advantage, aimed at certifying and continuously assessing agent performance alongside human roles.
IBM also expanded interoperability and deployment options to support infrastructure scaling. Collaboration with SAP introduces Agent2Agent interoperability, enabling orchestration between SAP Joule agents and IBM’s agent framework.