Collaborative AI
Problem
Teams need to collaborate effectively with AI while maintaining coordination, shared understanding, and human relationships.
Solution
Create AI interfaces that enhance team collaboration through shared decision-making, context maintenance, and group workflow support.
Examples in the Wild

Notion Team AI
AI assistant that helps teams collaboratively edit documents, suggest improvements, and maintain consistency across team content.
Interactive Code Example
Collaborative AI Interactive Demo
This React component demonstrates collaborative ai with practical implementation following best practices for user experience and accessibility.
Toggle to code view to see the implementation details.
Implementation & Considerations
Implementation Guidelines
Maintain transparency about AI contributions in collaborative work
Provide shared context and history accessible to all team members
Enable easy handoffs between AI assistance and human collaboration
Support different collaboration styles and team dynamics
Preserve individual agency within collaborative AI-enhanced workflows
Design Considerations
Balance AI efficiency with human relationship building
Ensure equitable access to AI assistance across team members
Consider privacy and confidentiality in team AI interactions
Address potential over-reliance on AI for team coordination
Maintain clear attribution for AI vs. human contributions