CIO Dive · Aug 10
Inference passed training in AI spending, a sign deployments are maturing
Citing Gartner, CIO Dive reports AI-optimized infrastructure spending will reach $42 billion in 2026, up 96%, and $66 billion in 2027, with inference spending ($23.3B) passing training ($19B) for the first time. The crossover signals a shift from experimentation toward production AI, raising the bar on compute, governance, and cost control.
▸ The MSP Angle
Is AI moving from experiments into real production for businesses?
When inference outspends training, companies are running AI in daily operations, not just testing it, and that is exactly where clients need an operator. Position yourself around the unglamorous production work: uptime, access controls, cost monitoring, and governance. Model-agnostic delivery keeps you from betting a client's operations on one vendor's pricing.