Executive Snapshot

Figure: Executive Snapshot: Infrastructure for AI at the Edge

New Market Developments and Dynamics

Figure: Worldwide AI Server Revenue Share by Deployment Location, 2026

What and Where Is the Edge?

Figure: Edge Types

Figure: Edge Locations and Latency

Reasons for AI at the Edge

Data Sovereignty and Compliance

Cost

Latency and Performance

How Edge AI Is Different Than Cloud- or Core-Based AI

How AI Is Used at the Edge

Figure: Importance of AI in Operational Resilience

AI and Ethics at the Edge

Infrastructure to Support AI at the Edge

Computing Platform Selection

Compute Resources

Software-Defined Infrastructure

Evolving AI Ecosystem

Advice for Technology and Services Providers

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Related Research

Synopsis