AI is moving into the office apps you already use

Two stories from today's AI news point the same way: the assistant is moving into the document. Apple is putting AI inside the office apps it already ships. A three-person startup wants to replace the office suite with something built around AI.

Apple puts an assistant inside Pages, Keynote and Numbers#

Apple is adding an AI assistant to Keynote, Pages and Numbers, The Verge reports. The assistant is built on AI models from Apple and OpenAI, and it understands the context of the document you have open.

Going by Apple's description in the same report:

• In Keynote it can design and animate slides.
• In Pages it can draft text or restructure what is already there.
• In Numbers it can work through calculations, suggest a chart type and build custom tables.

The assistant is rolling out in beta on devices that support Apple Intelligence and run iOS 27, iPadOS 27 or macOS 27 or later (The Verge).

For this directory, a smaller line matters more. On macOS 27 or later, Keynote, Pages and Numbers now support the Model Context Protocol, so AI agents from other companies can plug into them (The Verge). That is the open standard behind every MCP server listed here. New to the term? Our guide to MCP servers explains it.

A former Meta AI director bets on a new kind of file#

Rohit Patel is leaving Meta after eight years developing AI there, TechCrunch reports. He was a director at Meta Superintelligence Labs. His new startup, Ndoc, is pitched as an AI-native replacement for Microsoft Office or Google Workspace.

Ndoc keeps a project in one layout with three tabs, per TechCrunch:

• Stage holds slide decks and dashboards.
• Narrative holds the analysis and the reasoning behind the numbers.
• Model holds the data and the Python scripts behind it.

The pitch is that anyone can check the AI's work. Patel told TechCrunch that people who don't know Python can ask the built-in chat what a script does and which line holds a formula. Documents export as a single ".ndoc.html" file that opens in any browser, and Patel plans to open-source that format (TechCrunch).

It is early. TechCrunch describes a team of three with no funding. Ndoc is running an enterprise pilot and an alpha for a limited number of people on its wait list. Signing up is free, but customers pay for usage and tokens. A token is a small piece of text, often part of a word, and AI tools bill by how many they read and write. Patel hopes to ship a beta in the coming weeks and a full launch next year (TechCrunch).

The big labs are here too. OpenAI, Anthropic, Meta, SpaceXAI and Google have all released enterprise AI tools that connect to Google Workspace or Microsoft 365. Last month OpenAI launched Space, a shared workspace inside ChatGPT (TechCrunch).

What this means if you make documents at work#

If your team already works in Apple's apps, the assistant comes to you once your devices meet the requirements above.

If you use AI agents from other companies, MCP support means they can reach into Keynote, Pages and Numbers on a Mac. Give read access first, and allow edits only after you have watched the agent work on a copy. The office docs shelf lists skills and servers for this kind of work.

Ndoc is still in alpha, but its core idea is worth borrowing today: before you trust an AI-built report, ask the tool how it got each number.