ClickUp rolls out Brain² AI with deep workspace context

ClickUp launched Brain², a relaunch of its AI that runs every frontier model on full workspace context and ships finished work from one prompt.

· 3 min read
ClickUp rolls out Brain² AI with deep workspace context
Brain²

ClickUp has launched Brain², a full relaunch of ClickUp Brain that transforms the company's built-in AI from an assistant into a context-aware coworker capable of acting across an entire workspace. The release positions Brain as a system that manages the work rather than merely answering questions about it, with every major frontier model available under one subscription and grounded in a team's own data from the first prompt.

The central pitch is context. While general-purpose chatbots start each session knowing nothing about a company, Brain² reads tasks, documents, and connected applications in real time and injects that context automatically into whichever model a user selects. Claude, ChatGPT, and Gemini all operate within the same subscription, each with full access to workspace data.

Presentation Generated by Brain²

Brain selects the model best suited to each step of a task and can switch between them mid-execution. Founder and chief executive Zeb Evans highlighted the gap, stating that general-purpose AI knows nothing about a user's work, whereas Brain² provides any chosen model full access to the workspace so it can act on it, not just describe it.

In practice, a user can tag Brain in any task, document, or chat and have it read the full thread, pull from connected tools such as Google Drive, GitHub, and Slack via the Model Context Protocol, and then return a finished deliverable rather than a draft answer.

ClickUp demonstrated the system generating a six-page sales deck from a single tagged lead, and slide decks, dashboards, websites, and working code can each be produced from one prompt. The platform also builds Super Agents, custom AI teammates that run workflows around the clock, and maintains persistent memory of preferences, formatting rules, and team shorthand across sessions instead of resetting each time.

ClickUp SuperAgents

The retrieval layer is powered by Qatalog, an enterprise search company ClickUp acquired alongside AI coding startup Codegen to build Brain². Qatalog's ActionQuery engine is permission-aware, ensuring Brain² surfaces only what each person is allowed to see, with what the team describes as zero index lag across more than one hundred integrations.

Brain also references the sources behind each response so its work can be verified, and it includes a system prompt designed to question decisions rather than simply agree with them. ClickUp lists ISO 42001 certification and zero data retention for model training as part of the package.

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ClickUp has been advancing into AI over the past two years, raising more than half a billion dollars, and has expressed its intention to go public. Brain² extends that work-management platform into a model-agnostic AI layer that competes with offerings from Notion, Slack, and Asana, and is available on desktop and mobile for teams already working in ClickUp.