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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