What changed at Notion
Notion's approach to pricing its AI features is a small story inside a much larger one. In May 2025, the company dropped its standalone AI add-on and folded those capabilities into its main subscription tiers. The catch is that the complete set, including AI Agents, Ask Notion, AI Meeting Notes and Enterprise Search, now requires the Business plan at $20 per month 3. Users who once could add AI to a cheaper plan now have a clearer choice. They can move up a tier or look elsewhere.
The change does not make Notion's AI worse. Reviewers still rank it among the strongest options for knowledge management 3. What it does is turn AI into a gate on plan selection rather than an optional extra. That tension is showing up across workplace software.
Workers aren't waiting for permission
The wider data suggests many employees will not wait for a vendor or an employer to decide what AI they get. Gallup's Q4 2025 workforce figures show 46% of U.S. employees using AI at work at least occasionally. Twenty-six percent use it a few times a week or more, which is more than double the frequent-use rate of two years earlier 1. Only 38% say their company has formally adopted AI, so individual use is clearly running ahead of official rollouts 1. Adoption is also uneven by sector. It is highest in technology, finance and professional services and lags in retail and manufacturing 1.
Deloitte's first Generative AI Workplace Survey, which covered about 25,000 UK workers, shows what that gap looks like in practice. Two-thirds of respondents had used tools such as ChatGPT, Claude, Google Gemini or Microsoft Copilot, and nearly a quarter use them daily 2. About 31% use generative AI without their employer knowing. Seventeen percent, roughly one in six, pay for at least one tool out of their own pocket, and the combined spending approaches £1 billion a year 2. The main uses are routine: looking up information, drafting emails and summarizing content. Workers estimate these save them about 70 minutes a week 2.
Taken together, the two surveys point the same way even though they cover different countries. Employees are adopting AI faster than their organizations, and many are paying for it themselves when the tools they're given don't fit.
The cost problem on the other side of the ledger
Vendors bundling AI into higher tiers is partly a response to their own economics. For buyers, it adds to a cost problem that is already hard to manage. Zylo's 2026 SaaS Management Index found that 78% of IT leaders ran into unexpected charges tied to consumption-based pricing or AI features 1. Zylo describes the spread of embedded AI as a hidden software cost that most guidance on workplace AI overlooks 1.
This produces two kinds of spending. Companies face plan upgrades and surprise AI line items inside tools they already license. Meanwhile, some employees are buying their own ChatGPT or Claude subscriptions because the company-provided option is missing, too limited or locked behind a pricier tier.
Where work is actually happening
A further shift may matter more than any single pricing decision. General-purpose assistants are starting to act as workspaces in their own right. Reclaim.ai points to a growing set of MCP apps that render interactive interfaces directly inside ChatGPT and Claude, and describes AI assistants as "places where work happens" 3. If a worker's personal assistant can connect to the tools they use, a paid AI tier inside each individual app becomes harder to justify.
Our reading
The sources differ in focus. Zylo looks at spending from the IT budget's point of view, Deloitte at employee behavior, and Reclaim at product capabilities. They still fit one pattern. Notion's move is a reasonable business decision, but it lands at a time when workers already have strong, portable AI tools and are willing to pay for them personally. Gating AI behind higher tiers risks pushing more users toward the bring-your-own route, not winning them over.
Deloitte's executives make a related point. They argue that organizations get the most value by helping employees use AI with proper safeguards, not just by handing out access 2. That framing seems right. Unsanctioned use by nearly a third of UK workers is a data-governance issue as much as a budget one. For companies, the practical task is to find out which AI tools people are already paying for and why. For vendors like Notion, the test is whether built-in AI offers enough beyond what workers bring themselves to justify a higher price.
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