Editing Idea:Task Classification for AI-Human Allocation (section)

==== Optimal Allocation Strategy ====

'''Primary Approach: AI Execution with Human Architectural Guidance'''

'''AI Implementation Advantages:'''
* Systematic adherence to integration protocols and specifications
* Consistent error handling and validation logic implementation
* Automated testing and verification process execution
* Performance monitoring and optimization implementation

'''Human Guidance Requirements:'''
* Integration architecture design and approach selection
* Risk assessment and mitigation strategy development
* Quality validation and system-level testing oversight
* Performance optimization strategy and monitoring approach planning

'''Success Metrics:'''
* Integration success rate and error frequency measurement
* Performance impact assessment and optimization effectiveness
* Data integrity preservation and validation accuracy
* System reliability and availability maintenance during integration