Google Gemini agents and offline AI notes: what changes

Google announced a major expansion for Gemini during a cloud event, shifting the AI toward autonomous execution while simultaneously releasing a dedicated local tool for meetings.

How do Gemini corporate agents work?

According to TechCrunch, the updated Gemini platform can now take on complex objectives rather than just single prompts. It handles multi-step planning, delegates subtasks to specialized subagents, and integrates natively with enterprise systems like Microsoft 365, Slack, Jira, and Salesforce databases.

A standout feature is its dedicated workplace identity. The AI receives its own email address and workspace account, allowing it to interact directly in group chats, schedule tasks, and leave automated audit trails without tying actions to a human user.

What does the offline app do?

As reported by The Verge and TechCrunch, the new app—named Google AI Edge Foresight—runs locally on Apple Silicon Macs using the 740-million parameter EmbeddingGemma 2 model. It operates completely offline, letting users transcribe audio, take split-screen notes, and query local documents without sending data to the cloud.

Users can upload PDFs, text files, and markdown documents into the app to build a localized knowledge base. This setup answers meeting-related questions in real-time, eliminating internet dependency during travel or remote work.

What changes on Monday morning?

For enterprise teams, Gemini's orchestration layer introduces multi-model support, allowing companies to route tasks through Anthropic's Claude models alongside Google's own tech. For individual Mac users, Foresight offers a free, privacy-first alternative to cloud note-takers like Granola, keeping sensitive meeting logs stored strictly on local hardware.