CSPs Enter AI Infrastructure Race, Reinvent Operations

Forrester published a blog post on May 15, 2026 by Principal Analyst Tom Mouhsian that examines how global AI adoption is creating opportunities for communication service providers (CSPs). According to Forrester, dozens of well-known CSPs are entering the AI infrastructure race and are "pushing artificial intelligence into its network, engineering, IT, business, service, and marketing operations." The post includes examples from operators in multiple regions and frames these moves as responses to prior missed opportunities during the rise of OTT and cloud services.

Companies undertaking comparable infrastructure moves in the past have typically leverage their existing assets, fiber, edge points of presence, central offices, and on-prem data centers, to host workloads that require low latency or high bandwidth. For practitioners, that pattern implies practical areas of focus: edge inference hosting, private 5G networks for closed-loop data capture, and colocated GPU racks or partner-hosted accelerators to reduce end-to-end latency for AI services.

Industry observers note that CSPs long regarded connectivity as commoditized and that a shift toward hosting AI infrastructure is framed as an attempt to create differentiated, higher-value services. Forrester positions these developments as part of a broader competitive landscape in which traditional "picks-and-shovels" infrastructure vendors and hyperscalers already play major roles, and where operators hope to exploit unique physical and regulatory assets.

Watch for public announcements of GPU or accelerator deployments at edge sites, commercial partnerships between operators and hyperscalers or model vendors, new low-latency SLA offers for enterprise AI, and carrier APIs exposing network context to applications. Also monitor regulatory and spectrum developments that could affect carrier ability to sell managed AI infrastructure. These indicators will clarify whether operator efforts focus on connectivity-first augmentation, platform hosting, or managed AI services.