Last mentioned: Mar 19, 2026
Vanguard and Wellington Management analysts argue that the AI investment cycle is shifting from hardware infrastructure to 'agentic AI' and reasoning models. With hyperscalers projected to spend nearly $700 billion on infrastructure in 2026, the focus is moving toward the software layers and enterprise beneficiaries that will drive long-term value.
Vanguard and Wellington Management analysts project a massive shift in the AI landscape, moving from infrastructure build-outs to "agentic AI" applications. With hyperscale spending expected to reach nearly $700 billion by 2026, the focus is pivoting toward autonomous systems that can execute complex tasks across the enterprise.
Vanguard and Wellington Management have identified a multi-layered framework for AI investing, projecting that hyperscaler spending will reach $690 billion in 2026. The shift marks a transition from hardware infrastructure toward 'agentic AI,' which promises to unlock massive efficiencies for banks, healthcare, and software providers.