Glean unveils third-generation AI assistant with personalised enterprise knowledge graph
The workplace AI company says the update is designed to move artificial intelligence from pilot projects into everyday use
Glean, the workplace AI platform, has rolled out a third-generation assistant and a new Enterprise Graph designed to help employees complete multi-step tasks using contextual company data.
The Enterprise Graph combines an organisation-wide knowledge graph with a personal graph for every employee that reflects their projects, collaborators and working style, according to a post by technology commentator Ravit Jain.
The update also opens the platform to developers through software development kits (SDKs), application programming interfaces (APIs), more than 100 native actions and support for the Model Context Protocol (MCP), a standard for connecting AI agents to external tools and data sources.
Glean said agents can be created in a chat-like builder where users can "vibe code," a term for building software through conversational prompts, with version history, looping, sub-agents and user-input pauses included.
The post described several example uses, including preparing a quarterly business review where the assistant pulls relevant documents, highlights key points and drafts a brief, as well as building a daily summary agent that sends updates via direct message.
Another example showed a single MCP server being plugged into an existing workflow to extend actions across multiple systems.
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The update is positioned as an effort to shift enterprise AI from experimentation into routine daily work by combining contextual company data with what Glean describes as an open action surface.
"My take: context, outcomes, and openness," Jain wrote.
The Recap
- Glean launched third-generation Assistant and Enterprise Graph for work.
- More than one hundred native actions, SDKs, and APIs.
- The post said teams can try agents and MCP integration this week.
