Microsoft deploys in-house AI to slash costs as Excel and Word ditch OpenAI and Anthropic

Reviewed byNidhi Govil

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Microsoft is routing tens of thousands of AI prompts weekly through its own MAI models in Excel and Word, marking a strategic shift away from expensive third-party providers like OpenAI and Anthropic. The move addresses mounting AI infrastructure costs while the company maintains its partnerships but rebalances its AI strategy.

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Microsoft in-house AI replaces OpenAI and Anthropic in Office apps

Microsoft has begun deploying its proprietary MAI models to handle tens of thousands of AI prompts each week in Excel and Word, marking a significant shift in the company's AI strategy

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. The tech giant, which previously advertised that large parts of Office 365 are powered by models from both OpenAI and Anthropic, is now reducing reliance on OpenAI by routing selected tasks to its own technology where economics favor the switch

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This Microsoft AI model deployment represents an incremental rather than complete transition. OpenAI and Anthropic still handle most production traffic inside Copilot, with MAI models slotting in where cost or data residency considerations make them more attractive

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. The under-the-hood swap is already processing prompts in Outlook as well, though this accounts for only a small fraction of Microsoft's overall AI usage

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AI cost-cutting drives strategic pivot to proprietary models

The shift addresses mounting AI infrastructure costs that have become a pressing concern even for a company as massive as Microsoft. Microsoft AI CEO Mustafa Suleyman told Bloomberg that "many, many people in our organization are spending millions of dollars" on AI tokens, the unit used to measure computing work a model performs

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. Suleyman was particularly direct about one vendor: "Anthropic is extremely expensive and I think many people are urgently looking for alternatives. We pay a lot of money to Anthropic -- so our goal is to reduce and ultimately eliminate that cost"

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The economics are stark. Anthropic charges $10 per million input tokens and $50 per million output tokens for its most advanced Fable 5 model, while OpenAI's pricing for GPT-5.5 sits at $5 per million input tokens and $30 per million output tokens

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. It was reported in January that Microsoft was on track to spend around $500 million per year to use Anthropic's AI models in Microsoft products

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. By running MAI models on its own Azure infrastructure, Microsoft can skip paying third parties entirely

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MAI models expand capabilities while replacing third-party AI models

At its annual Microsoft Build conference last month, the company announced seven new MAI models, including MAI-Thinking-1, its first reasoning model

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. Microsoft positioned MAI-Thinking-1 as built for "high efficiency and performance, but importantly, at a low-token cost." The model is described as a mid-sized, 35 billion active-parameter model with a 256K context window that matched the coding abilities of Anthropic's popular Claude Opus 4.6 in blind testing

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The company has been testing MAI-Transcribe-1 across Teams and Copilot, with plans to start performing transcriptions in the videoconferencing app within months

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. Microsoft is also rolling MAI-Image-2 into Bing and PowerPoint

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. The lineup includes an agentic coder and a text-to-image generator, demonstrating the breadth of Microsoft's AI approach

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Microsoft says one MAI model, tuned for consulting firm McKinsey, beat OpenAI's GPT-5.5 on cost efficiency by a factor of ten

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. This performance metric underscores why the company is accelerating its proprietary development.

Microsoft's contract with OpenAI evolves as independence grows

For years, Microsoft's original OpenAI contract barred it from independently pursuing frontier AI. That changed when the two firms renegotiated and ended Microsoft's exclusivity, freeing it to build competing models while keeping a license to OpenAI's technology through 2032

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. The deal cut both ways, letting OpenAI sell through rivals so that AWS could offer its models too

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Microsoft's answer has been a three-way hedge: holding a large OpenAI stake, embedding Anthropic's Claude in Copilot, and now shipping its own MAI models

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. The strategic logic is one CEO Satya Nadella has hinted at directly, having reportedly feared Microsoft becoming "the next IBM" if it leaned too hard on a single partner

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Broader industry trend toward AI cost management

Microsoft's moves are part of a broader AI cost-cutting trend across the technology sector. After a brief period of "tokenmaxxing" earlier this year, recent months have seen multiple tech companies acting significantly more thrifty

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. Other large companies like Amazon, Uber, Meta, and Accenture have also reportedly made moves to curb spending

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The immense cost of providing and buying AI services has become controversial across the industry. The sticker shock has gotten so severe in some parts of Silicon Valley that some companies are reportedly looking to Chinese models for more affordable agentic solutions, despite concerns over potential security issues

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Microsoft shares ticked up 1.75% following the Bloomberg report, outperforming a sluggish Nasdaq as investors responded positively to the cost-management strategy

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. The company has faced investor concerns over elevated capital spending even as it delivered double-digit growth across core segments during recent quarters, primarily fueled by massive demand for AI and cloud services

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Microsoft does not need MAI models to top every leaderboard, since its reach into hundreds of millions of Office and Teams seats does the heavy lifting. Shifting even a slice of that traffic to first-party models moves real money

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. The partnership that once defined the company's AI story is being quietly rebalanced, one swapped-in model at a time.

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