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Research:Question-35-Organizational-Collaboration-Patterns
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=== Maturity Development Strategies === '''Advancing from Experimental to Tactical:''' * '''Department Champion Development:''' Identify and support departmental AI advocates * '''Knowledge Sharing Systems:''' Create mechanisms for sharing successful patterns and practices * '''Resource Allocation:''' Provide dedicated budget and time for AI collaboration development '''Advancing from Tactical to Strategic:''' * '''Executive Engagement:''' Secure C-level sponsorship and strategic alignment * '''Cross-functional Programs:''' Break down departmental silos through integrated initiatives * '''Measurement Standardization:''' Implement consistent metrics across organizational units '''Advancing from Strategic to Systematic:''' * '''Process Integration:''' Embed AI collaboration into standard development lifecycle processes * '''Training Systematization:''' Develop comprehensive, role-based training programs * '''Continuous Optimization:''' Implement feedback loops for ongoing pattern refinement
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