Build and Share AI Knowledge
Build, share, and evolve your team's AI intelligence together
Transform your team's collective knowledge into persistent AI context. Every conversation builds institutional memory, every insight becomes reusable, and every team member benefits from shared intelligence.
Teams Lose AI Knowledge Every Day
🔄 Context Repetition
- • Every team member starts AI conversations from scratch
- • Same company context explained over and over
- • No memory of previous decisions or solutions
- • Duplicate work across team members
💭 Knowledge Silos
- • Senior team members hoard valuable AI prompts
- • New hires can't access team's AI expertise
- • Best practices trapped in individual workflows
- • No way to share successful AI interactions
UCM turns your team into a collaborative AI-native organization
Version Control for AI Knowledge
AI-Native Knowledge Management
Your AI automatically knows how to access, organize, and version your team's knowledge through MCP servers. No CLI needed - just natural conversation with intelligent context management.
Hierarchical Organization
team/repository/category/subcategory structure with semantic versioning
MCP Server Access
AI automatically discovers and loads relevant team knowledge through MCP protocols
Conversational Updates
AI can create and version new knowledge artifacts through natural conversation
Built for Team Collaboration
🔄 Shared Context Repositories
- • Team repositories for shared knowledge
- • Personal repositories for individual work
- • Project-specific context collections
- • Version control for all AI knowledge
👥 Collaborative Workflows
- • Multiple team members can contribute simultaneously
- • Review and approve knowledge contributions
- • Branch and merge AI context like code
- • Track who added what knowledge and when
🎯 Smart Context Injection
- • AI automatically loads relevant team knowledge
- • Context triggers based on conversation topics
- • No manual searching through team documents
- • Always up-to-date with latest team decisions
📊 Team Intelligence Analytics
- • Track which knowledge gets used most
- • Identify gaps in team AI context
- • Monitor team AI conversation patterns
- • Measure knowledge sharing impact
Real Team AI Collaboration Scenarios
🚀 Product Team Building New Feature
Before UCM:
- • PM explains product requirements to AI repeatedly
- • Engineers start fresh with architecture questions
- • Designers redescribe user personas each time
- • QA rebuilds test context from scratch
With UCM:
- • Shared repository with product specs, architecture decisions
- • AI automatically knows user personas, tech stack
- • All team members benefit from collective product knowledge
- • New feature work builds on previous decisions
🎓 Onboarding New Team Member
Traditional Onboarding:
- • Weeks of knowledge transfer meetings
- • Reading through scattered documentation
- • Learning company context through trial and error
- • No AI assistance with institutional knowledge
UCM Onboarding:
- • AI instantly knows all company processes and culture
- • New hire gets expert AI assistance from day one
- • Access to all team's proven AI interaction patterns
- • Immediate productivity with organizational context
🔧 Support Team Handling Customer Issues
Without Shared Context:
- • Each support agent explains company policies to AI
- • Inconsistent responses across team members
- • No sharing of successful problem-solving patterns
- • Senior agents' expertise stays siloed
With Team AI Intelligence:
- • All agents' AI knows current policies and procedures
- • Consistent, high-quality responses across team
- • Successful solutions automatically shared
- • Junior agents benefit from senior expertise immediately
Get Your Team Started in 15 Minutes
Create Team Repository
Set up shared knowledge repository for your team's AI context
Upload Team Knowledge
Add policies, procedures, and institutional knowledge
Connect Team's AI
Configure MCP connections for all team members
Start Collaborating
Every AI conversation now builds on shared team intelligence
Transform Your Team's AI Relationship
Instant Productivity
New team members get expert AI assistance immediately. No more weeks of context building.
Consistent Quality
Every team member gets the same high-quality AI responses based on shared knowledge.
Institutional Memory
Capture and preserve team expertise. Knowledge survives personnel changes.
Continuous Improvement
Team knowledge gets better over time as everyone contributes insights and refinements.
Scalable Intelligence
Add team members without losing collective intelligence. Knowledge scales with your team.
Democratic AI Access
Everyone benefits from senior expertise. No more AI knowledge hoarding.
Ready to Build Team AI Intelligence?
Stop losing AI knowledge every day. Start building your team's persistent, collaborative AI intelligence.
✓ No credit card required ✓ Full team features ✓ Setup assistance included
Welcome to the UCM, the future of AI collaborative, compliant knowledge sharing.
v0.5.0