For two years, Microsoft's strategy was simple and total: put AI into everything. Copilot appeared in Word, Excel, PowerPoint, Outlook, Teams, Windows, Xbox, Edge, Bing, GitHub and dozens of other products.
The message to customers was that artificial intelligence would transform every workflow, and Microsoft would be the company that delivered it.
The message did not land.
Microsoft is now quietly retreating on multiple fronts, removing free Copilot features from consumer products, hiking prices for the tools that remain, tightening usage limits for developers and shifting basic AI tasks onto cheaper, less capable models.
The Xbox gaming Copilot has been scrapped. Free Copilot Chat access has been pulled from Word, Excel, PowerPoint and OneNote for large enterprise customers. GitHub Copilot is transitioning from flat-rate subscriptions to usage-based billing that developers say will deliver less value for the same price.
The numbers explain why. Only around 3% of Microsoft 365 commercial customers pay for the full Copilot licence. GitHub Copilot has been dragging down gross margins in the cloud unit, with the weekly cost of running the service nearly doubling since the start of 2026.
Customers have complained that Copilot returns lengthy, unhelpful summaries and generates fabricated information with unwarranted confidence, precisely the kind of experience that erodes trust in a tool meant to enhance productivity.
The deeper issue is strategic. Microsoft's Copilot rollout was predicated on the assumption that ubiquity would drive adoption: give everyone AI for free, let them experience the value, then convert them to paid tiers.
In practice, many users found the free tools annoying or irrelevant, and the conversion rate to paid subscriptions has been far below what the company needed to justify the computing costs.
The course correction is pragmatic but carries its own risks. Enterprise customers who invested time and internal training budgets in adopting the free Copilot tools are now being told those features require a paid licence.
The shift from predictable subscription pricing to usage-based billing on GitHub has provoked a backlash from developers, some of whom are publicly cancelling their subscriptions and moving to competing tools from Anthropic and other providers.
Microsoft's revised approach, reserving advanced AI capabilities for premium tiers while running basic features on cheaper models, is more sustainable but less exciting than the original vision of AI everywhere for everyone.
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It is also an implicit acknowledgement that the company overestimated how quickly customers would find AI indispensable in their daily work, and underestimated how costly it would be to deliver AI features at the quality level required to justify the price.
For the broader technology industry, Microsoft's experience is instructive. The company that has done more than any other to embed AI into mainstream productivity software is now discovering that the economics of doing so are harder than they appeared, and that customers care more about whether AI tools actually work than about whether they exist.