Sketch: An Open-Source Org-Level AI Assistant for Slack and WhatsApp

AI assistants are becoming increasingly common in modern workplaces. However, many of them are designed primarily for individual users, which can make them difficult to deploy effectively within teams.

One developer encountered this challenge while trying to integrate an AI assistant into their organization.

This led to the creation of Sketch, an organizational AI assistant built to support multi-user environments.

The Problem with Personal AI Assistants

Many AI assistants work well when used by a single person.

However, when teams attempt to deploy them across collaboration tools like Slack, problems begin to appear.

Some common challenges include:

• lack of multi-user support
• shared conversations across users
• difficulty managing organization-level knowledge
• limited integration with team communication tools

These limitations make it difficult to adopt personal AI assistants at an organizational level.

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Inspiration from OpenClaw

Roopak, Co-founder and CTO of canvasx.ai, had been using OpenClaw since its early days when the project had around 2,000 GitHub stars.

He also contributed several pull requests to the project.

While attempting to set up OpenClaw for his team inside Slack, he realized that the architecture was primarily designed for personal usage rather than multi-user environments.

This insight inspired the development of a new tool.

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Introducing Sketch

Sketch is an organization-level AI assistant inspired by OpenClaw.

It is designed specifically for teams that want to use AI assistants within collaborative environments.

The system introduces several features that make it suitable for organizational workflows.

Key Capabilities

• Isolated user workspaces
  Each user gets their own workspace so interactions remain separate and secure.

• Shared organizational knowledge
  Teams can access shared context and information across the organization.

• Multi-platform integration
  Works across collaboration platforms like Slack and WhatsApp.

These features make Sketch more suitable for team environments compared to personal AI assistants.

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Open Source Project

Sketch is available as an open-source project and can be explored on GitHub.

Developers interested in experimenting with it, contributing improvements, or deploying it within their organizations can check out the repository.

Project repository:

https://github.com/canvasxai/sketch

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Community and Contributions

The creator is encouraging the developer community to explore the project and contribute.

If the tool is useful, you can support the project by:

• starring the repository
• submitting issues
• contributing pull requests
• sharing feedback

The creator has also offered to help teams deploy Sketch within their organizations.

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Final Thoughts

As AI assistants become more integrated into daily workflows, there is growing demand for tools that work well in team-based environments.

Projects like Sketch demonstrate how open-source communities can evolve existing ideas into solutions that better fit organizational needs.

With isolated workspaces, shared knowledge, and multi-platform support, Sketch is an interesting example of how AI assistants are evolving beyond personal productivity tools.

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TL;DR

Sketch is an open-source organizational AI assistant inspired by OpenClaw.

Key highlights:

• built for multi-user environments
• isolated user workspaces
• shared organizational knowledge
• integration with Slack and WhatsApp

GitHub repository:
https://github.com/canvasxai/sketch