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Alphabet CFO Anat Ashkenazi says rigorous demand modeling guides AI infrastructure investments
Sunday, March 8, 2026 at 01:53 PM
Alphabet's Chief Financial Officer Anat Ashkenazi stated that the company utilizes rigorous demand modeling and return on investment (ROI) analysis to manage its significant capital expenditures on AI infrastructure. The process is intended to ensure that the massive scale of hardware and data center investments aligns with expected future demand.
Context
During Alphabet’s Q3 2024 earnings call, CFO Anat Ashkenazi addressed the company’s surging capital expenditures, which reached $13 billion for the quarter alone. To reassure investors regarding the scale of these outlays, Ashkenazi stated, "A lot of thought and effort and rigor goes into this, which shouldn't surprise anyone given these amounts," noting that Alphabet utilizes sophisticated demand modeling and ROI analysis to justify its massive AI infrastructure investments. This disciplined approach is critical as the company projects its total 2024 capital expenditure to reach roughly $50 billion.
These investments are primarily directed toward technical infrastructure, including data centers and custom TPU (Tensor Processing Unit) chips, to support the rapid scaling of Google Cloud and generative AI products like Gemini. The focus on demand modeling matters because it signals a strategic shift toward proving the commercial viability of AI. By tightly coupling infrastructure growth with verified customer demand and multi-year efficiency targets, Alphabet aims to maintain its competitive edge against rivals while managing the significant depreciation costs associated with a projected $85 billion to $92 billion spend in 2025.
Sources (8)
Alphabet Investor Relations - 2024 Q3 Earnings Call
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