Roadmap: What's coming up

We are in continuous exchange with our customers and users. Based on their feedback, our team of Software Engineering, AI Research, Product Management, Design, and UX works every day to further develop the platform.

Our goal is to enable the work of tomorrow: an AI buddy that makes things easier for you and helps turn your day into a success.

Developments we are currently working on:

  • Search – Centrally and contextually searches chats, spaces, and connected sources.
  • Spaces – Structure work by projects, teams, or topics – with dedicated context and knowledge.
  • Agents – Specialized AI assistants with a clear purpose, defined tools, and their own knowledge domain.
  • Skills – Reusable capabilities for structured workflows and recurring tasks.
  • Tools – Active integrations with external systems and functions.
  • API Connections and MCP Integrations – Connect external systems and data sources (e.g., SharePoint, Confluence). Enable file access, search, content extraction, and usage within chats or by agents.
  • Knowledge Base – Use your own documents and files as a knowledge source for assistants.
  • Memory – Contextual information about users or spaces for personalized responses.
  • Tasks – Long-running, scheduled, or asynchronous processes (“background tasks”).
  • Tables – Capture, analyze, and process structured data directly within the AI Workplace.
  • More powerful models with larger context windows, more parameters, optional reasoning capabilities, and more.
  • An enhanced web search with fetch and deep research capabilities.
  • The latest RAG version, enabling more intelligent processing of files and knowledge.
  • A redesigned interface with improved usability and intuitive interaction.

What’s Next

For recent developments see the changelog