Business · 2h ago
AI infrastructure costs blindside IT leaders as production scales
Production AI deployments are driving unexpected infrastructure costs, with 60% of IT leaders reporting budgets exceeded by over 30%. The shift from experimental to operational AI strains compute, storage, and networking resources. Many teams lack accurate forecasting models for scaling AI workloads.
Meridian48 take
The real story isn't just cost overruns—it's that most organizations are still treating AI infrastructure like traditional IT, ignoring the nonlinear scaling demands of production AI.
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