In October 2026 I announced a unified AI Agent platform that works via a single API, runs on every major device, and persists a layered memory graph across sessions.
Each Coworker agent gets its own Workspace account: an agent email, calendar, Drive, and presence in your company directory.
It also runs as a headless agent with no dedicated interface.
The agent proactively flags delegatable emails, lets users hand off with one click, ranks the inbox by importance and explains the ranking.
Tools and skills, with company registries: Salesforce, ServiceNow, Jira, Git, Confluence, Microsoft 365, Slack, BigQuery, Databricks, Postgres, Snowflake, your desktop files, and any MCP server inside or outside your network.
It runs each job on the model that fits best, running across the Gemini and Claude models from Anthropic today, with other private and open models to come.
Every agent gets a cryptographically attested identity with least‑privilege permissions, and an audit trail attributed to the agent rather than a person.
EmbeddingGemma 2 does text search in ~191 MB of RAM, or text + image + video + audio in ~567 MB. Measured on a Pixel 11 Pro.