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The End of the AI Flat-Rate Era: How Vendor Pricing Shifts Became Enterprise's Compute-Risk Problem

·7 mins
Between November 2025 and June 2026, every major AI vendor rewired how it charges for usage. Anthropic, OpenAI, GitHub Copilot, and Google each migrated enterprise contracts from flat per-seat fees to consumption-based token pricing. The headline seat prices look cheaper. The bills are not.

A conservative estimate puts a typical Fortune 500 company’s annual AI cost above $30 million. One healthcare enterprise consumed a trillion tokens over six months before its finance team understood what was driving the charges. Uber exhausted its full-year AI budget by April. These aren’t edge cases — they’re the leading edge of a structural shift that most enterprise finance teams haven’t priced in yet.

Microsoft's Two-Track AI Bet: How the E7 Bundle and Copilot Cowork Credits Reshape Microsoft 365 Contracts

·7 mins

Microsoft is making its AI revenue model explicit in 2026: bundle Copilot into a new top-tier SKU called E7 at $99 per user per month, then bill every agent action separately through Copilot Credits. Together these moves push enterprise Microsoft 365 spending from a flat per-seat line into a hybrid model where the headline seat price covers the license and the metered consumption covers the work. For IT leaders staring at renewal cycles, this changes how the contract needs to be modeled — and where the overage risk actually lives.