The IT foundation for agentic AI is a portfolio system that combines adaptable infrastructure with governance by design. This matters now because fragmented pilots can create incompatible runtimes and control gaps before an enterprise has a reusable foundation.
IBM's 2026 technology-leader study centers infrastructure readiness for agents rather than presenting model adoption as a standalone program. The study connects infrastructure adaptability, governance by design, and portfolio discipline as mutually dependent capabilities. The mechanism is coordinated investment across compute, data, integration, controls, observability, and the portfolio decisions that determine which workflows should scale.
Technology leaders should fund shared capabilities against explicit workflow demand and retire experiments that cannot meet reliability, risk, or unit-economic thresholds. The evidence is IBM Institute for Business Value research and attributed executive data, not independent causal proof of performance. Watch whether the recommended foundation produces comparable gains across organizations with different legacy systems and regulatory constraints. The official companion presentation or report deck is available here: view the presentation.