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

=== Planning Tasks ===

'''Definition:''' Project planning, timeline estimation, resource allocation, risk assessment, and strategic roadmap development for software development initiatives.

==== Task Characteristics ====

'''Strategic Coordination Nature:'''
* Multi-stakeholder alignment and expectation management requirements
* Resource constraint analysis and optimization planning
* Risk identification and mitigation strategy development
* Long-term vision integration with short-term delivery planning

'''Planning Complexity Factors:'''
* Uncertainty management and contingency planning requirements
* Cross-team coordination and dependency management
* Business priority alignment and trade-off analysis
* Timeline estimation under resource and scope constraints

==== Success Factor Analysis ====

'''Critical Success Factors (Weight 5/5):'''
* '''Strategic Thinking:''' Long-term vision development and alignment with business objectives
* '''Communication & Collaboration:''' Stakeholder coordination and expectation management

'''High Importance Factors (Weight 4/5):'''
* '''Domain Expertise:''' Understanding of business context and industry requirements
* '''Context Retention:''' Awareness of team capabilities, constraints, and historical performance

'''Moderate Importance Factors (Weight 3/5):'''
* '''Creative Problem-Solving:''' Innovation in approach development and problem resolution
* '''Technical Depth:''' Accurate estimation of technical complexity and implementation requirements

==== Optimal Allocation Strategy ====

'''Primary Approach: Human Strategic Planning with AI Data Analysis Support'''

'''Human Strategic Leadership:'''
* Stakeholder communication and requirement synthesis
* Strategic vision development and business alignment
* Risk assessment and mitigation strategy formulation
* Team coordination and resource allocation decision-making

'''AI Analytical Support:'''
* Historical data analysis and performance trend identification
* Scenario modeling and timeline projection
* Resource utilization optimization and constraint analysis
* Documentation generation and tracking system maintenance

'''Success Metrics:'''
* Project delivery success rate and timeline accuracy
* Stakeholder satisfaction with planning quality and communication
* Resource utilization efficiency and optimization effectiveness
* Risk mitigation success and contingency plan effectiveness