企業權衡 AI 消費定價與資產所有權
隨著 AI 從試點轉向生產，企業必須決定何時將 AI 基礎設施視為生產性資產，而不是基於消費的定價。此決定影響 AI 成本的可預測性和可擴展性。
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.