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AI Costs Doubling by 2026: The Trillion-Dollar Bill Hitting Your Software Budget
Audio is available on Spreaker — see link below.
Your enterprise AI bill is set to double as hyperscalers lock in nearly $650B in 2026 infrastructure spend — and the costs are flowing straight to you. From Claude pricing shocks to failed $100M AI projects at Pizza Hut and Starbucks, today's briefing breaks down what this means for your budget now.
Audio is available on Spreaker — see link below.
Your AI software bill is about to double. That's not a projection from a pessimistic analyst.
The mechanism is straightforward. Infrastructure costs get passed downstream into enterprise software pricing.
One of those conversations is uncomfortable. Claude Code costs are running high enough that some technology leaders are seriously reconsidering offshore engineering labor as an alternative.
The accountability pressure is intensifying from another direction too. Pizza Hut and Starbucks have each faced roughly one hundred million dollars in costs tied to failed AI initiatives.
On the product side, two developments shifted the landscape this week. OpenAI expanded its Codex agent to operate Windows applications directly, released May twenty-ninth.
The clearest strategic signal from all of this is a shift in what winning looks like. The highest-performing teams in twenty twenty-six aren't sampling across fifteen AI tools.
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