Enterprise budgets now drive 67% of projected $227B AI spend in 2025, as organizations accelerate from pilots to core operationalization.
Inference workloads dominate cloud AI compute (58.5%), with expectations to surpass 62% by 2026, reflecting a transformation toward production-oriented deployments.
Agentic and multiagent technologies provide productivity gains exceeding 60%, yet scaling is limited by governance and skills constraints.
Infrastructure expansion by neoclouds is compressing pricing and shifting margin capture upstream toward orchestration and governance platforms.
Compliance, sovereignty, and regionalization are defining deployment strategy, especially under new regulatory regimes like the EU AI Act.
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