A recent Wall Street Journal article highlighted a growing issue among AI hyperscalers: surging capital expenditures are driving materially higher depreciation expenses, while investors struggle to see clearly where those costs sit on the income statement. As useful life adjustments begin to meaningfully influence reported earnings, transparency and modeling complexity have moved to the forefront.
This is a signal to CFOs, CAOs, and audit committees at AI-driven and infrastructure-heavy technology companies that the financial architecture of the industry is changing—and finance functions must evolve with it.
AI is reshaping the business models of technology companies, shifting them from asset-light operating models to capital-intensive infrastructure operators. The financial reporting, disclosure practices, and impairment frameworks surrounding those businesses are evolving to reflect that shift. Many technology companies now resemble utilities or advanced manufacturers as much as
