# Risk Assessment

## Technical Risks
- **Directus Schema Complexity** - Mitigation: Start with MVP and iterate
- **Performance with Large Datasets** - Mitigation: Implement pagination and caching
- **Integration Complexity** - Mitigation: Use existing MCP patterns and interfaces

## Operational Risks
- **Data Migration Challenges** - Mitigation: Comprehensive testing and rollback plans
- **User Adoption** - Mitigation: Leverage familiar Directus interface patterns
- **System Integration** - Mitigation: Maintain backward compatibility
