ended6월 4일· 1 sources
Beyond Cloud APIs: The Enterprise Shift to Inference Economics
클라우드 가격 인하의 함정…기업 AI가 하이브리드로 전환하는 이유
Why it matters
Cloud API pricing drops are deceptive—continuous, automated workloads create exponential cost growth. Enterprises are shifting to hybrid AI infrastructure: running complex reasoning on cloud models while deploying lightweight local models (2B–8B parameters) for routine data processing. This strategy delivers zero variable costs, complete data sovereignty, and maximum ROI from existing infrastructure.
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Inference EconomicsHybrid AI InfrastructureModel QuantizationEdge ComputingCost Optimization