企业权衡 AI 消费定价与资产所有权
随着 AI 从试点转向生产，企业必须决定何时将 AI 基础设施视为生产性资产，而不是基于消费的定价。此决定影响 AI 成本的可预测性和可扩展性。
as ai moves from pilots to production, enterprises face a decision on whether to use consumption pricing or treat ai infrastructure as a productive asset. deloitte's 2026 state of ai in the enterprise report shows worker access to ai rose 5% in 2025, and the share of companies with at least 40% of their ai projects in production is expected to double within six months. the economics of ai change when usage becomes steady and large enough to keep capacity productive. leaders must consider factors such as expected demand, capacity utilization, and workload requirements to determine the most economical approach. ownership only makes sense when an enterprise can keep capacity productive.