AI Infrastructure Plans Align Around Stability, Control
Enterprises prioritize resilient architectures with predictable governance, costs and scalability as AI use expands, ISG Provider Lens® report says
Enterprises worldwide are redesigning AI infrastructure strategies to support long-term operational performance as AI workloads become integral to core business functions, according to a new research report published today by Information Services Group (ISG) (Nasdaq: III), a global AI-centered technology research and advisory firm.
The 2026 ISG Provider Lens® global AI-Ready Infrastructure Solutions report finds that organizations are placing increasing emphasis on infrastructure supporting sustained AI operations while balancing performance, financial accountability and resilience. As demand for AI training, fine-tuning and inference expands, enterprises are reevaluating infrastructure architectures to address regional differences in compute availability, power capacity, networking and regulation while preparing for long-term operational needs.
“Enterprises are taking a more disciplined approach to AI infrastructure as deployments become part of everyday business operations,” said Steve Hall, chief AI officer, ISG. “They increasingly seek environments that combine stability, financial transparency and the flexibility to meet changing AI requirements over time.”
