Google is making another big move in the AI productivity race, and this time it’s about giving power users more room to stretch their creative and strategic muscles inside Workspace. Over the past year, Google has been steadily layering advanced AI features into its suite of tools—things like deep research reports, image generation, and even video creation. These capabilities have been impressive, but they’ve also come with usage limits that, while fine for most teams, left the more ambitious ones wanting more. Enter AI Expanded Access, a new add-on that sits between the standard Workspace offering and the top-tier AI Ultra plan, designed to give organizations more flexibility in how they scale their use of advanced AI.

Think of it as Google acknowledging that not every team needs the absolute maximum, but some definitely need more than the baseline. With AI Expanded Access, businesses on Workspace’s Business Standard, Business Plus, Enterprise Standard, and Enterprise Plus plans can unlock higher usage limits for advanced features. That means more image generation with Nano Banana Pro, more professional-grade video production with Veo 3.1 (including AI avatars), and deeper reasoning capabilities in the Gemini app. NotebookLM, Google’s AI-powered research assistant, also gets a boost—users can pull insights from larger libraries and generate richer outputs like audio overviews, infographics, and mind maps.

One of the more intriguing additions is Workspace Studio, which is rolling out now. It’s essentially automation on steroids: imagine your inbox automatically labeling emails, generating pre-meeting briefs, or creating follow-up tasks without you lifting a finger. Speech translation is also being expanded, promising real-time translations in meetings that preserve tone and voice—a subtle but important detail when bridging language gaps.

For everyday users, Google is careful to stress that nothing is being taken away. Standard access to AI features like “Help me write” in Gmail or “Take notes for me” in Meet will remain part of most Workspace plans at no extra cost. The Expanded Access add-on is about giving admins the option to assign higher limits to specific users—those who are pushing the boundaries of what AI can do in their workflows. Users with the add-on will see an “Expanded” badge in apps like Gemini and NotebookLM, signaling their elevated access.

Right now, Google is offering promotional higher limits for certain features in Business and Enterprise plans, but starting March 1, 2026, organizations will need to purchase the AI Expanded Access add-on to keep those elevated privileges. It’s a classic move in SaaS: give people a taste, then introduce a tiered model that monetizes the heavy users.

This rollout is part of a broader trend in enterprise software. Microsoft has been aggressively pushing Copilot across its ecosystem, while Google is betting on Gemini as the centerpiece of its AI strategy. Both companies are essentially carving out tiers of access, recognizing that AI usage isn’t one-size-fits-all. For Google, the Expanded Access tier is a way to keep its most innovative customers inside Workspace rather than nudging them toward external tools.

The bigger question is how teams will actually use this extra capacity. For creative departments, the ability to generate more images and videos could turn Workspace into a content engine. For research-heavy teams, deeper access to Gemini’s reasoning models and NotebookLM’s expanded libraries could accelerate decision-making. And for global organizations, real-time speech translation could make cross-border collaboration smoother than ever.

In a way, AI Expanded Access is less about the technology itself and more about Google’s recognition of how work is evolving. Teams are experimenting, pushing limits, and increasingly relying on AI not just for convenience but for core productivity. By offering a middle tier, Google is saying: we see you, we know you need more, and we’re giving you a way to get it without jumping straight to the highest-priced plan. It’s a pragmatic move, but also a strategic one—because in the AI productivity wars, keeping your power users happy might just be the key to keeping everyone else on board.