BYOC:AI算力所有权光谱上的战略选择

BYOC: Strategic Choices Along the AI Compute Ownership Spectrum

CALIFORNIA MANAGEMENT REVIEW · 2026
被引 0 · 同刊同年前 10%
人大 A-ABS 3

中文导读

生成式AI改变了企业资产逻辑,算力和能源成为关键投入。本文分析了从按需云到完全自建的所有权光谱,帮助AI驱动型企业选择最优的算力获取策略。

Abstract

For almost two decades, digital leaders grew as asset-light firms, scaling on software, data, and talent. The arrival of generative AI changed that logic. Compute and energy are now production inputs, not background utilities. They demand chips, cooling, sites, grids, and permits, and therefore massive capital and operating capabilities. Yet ownership of those assets is not a one-size-fits-all solution. Firms can choose from a continuum: on-demand cloud, committed cloud capacity, dedicated servers, leased data center space, hybrid core-plus-cloud, or full ownership. In this new landscape, how should AI-driven firms, from mid-sized adopters to hyperscalers, secure capacity and what must leaders do next?

云计算生成式AI企业战略数据中心资本支出