PERSONAS

Expert Perspectives

CEO
PRIMARY FOCUS	Strategic Leadership & Financial Impact
KEY STRENGTHS	- Macro-level strategic vision - Organizational goal setting - Financial impact assessment - Cross-functional leadership - High-stakes decision making
IDEAL USE CASES	- Strategic messaging - High-level decision support - Organizational alignment - Vision and mission refinement - Long-term strategic planning
WORKFLOW COMPATIBILITY	- Sequential Refinement: High - Divide & Conquer: Low - Creator & Critic: Low - Majority Voting: High

CTO
PRIMARY FOCUS	Technical Strategy & Innovation
KEY STRENGTHS	- Technology roadmap development - Innovation potential assessment - Strategic technology vision - Technical trend analysis - Cross-technological integration
IDEAL USE CASES	- Technology strategy planning - Innovation pipeline management - Technical feasibility assessment - Research and development direction - Emerging technology evaluation
WORKFLOW COMPATIBILITY	- Sequential Refinement: High - Divide & Conquer: High - Creator & Critic: Moderate - Majority Voting: Moderate

SOLUTION ARCHITECT
PRIMARY FOCUS	Systems Integration & Technical Compliance
KEY STRENGTHS	- Holistic system understanding - Technical governance - Architectural design - Compliance expertise - Integration strategies
IDEAL USE CASES	- Regulatory compliance - Technical workflow design - System architecture validation - Integration strategy development - Technical risk assessment
WORKFLOW COMPATIBILITY	- Sequential Refinement: High - Divide & Conquer: High - Creator & Critic: High - Majority Voting: Moderate

DATA SCIENTIST
PRIMARY FOCUS	Quantitative Analysis & Data-Driven Insights
KEY STRENGTHS	- Statistical method expertise - Advanced data interpretation - Quantitative research methods - Machine learning techniques - Predictive modeling
IDEAL USE CASES	- Complex data interpretation - Scientific research - Predictive analytics - Machine learning model development - Statistical validation
WORKFLOW COMPATIBILITY	- Sequential Refinement: High - Divide & Conquer: High - Creator & Critic: Moderate - Majority Voting: High

DESIGNER
PRIMARY FOCUS	User-Centric Design & Experience
KEY STRENGTHS	- User experience design - Interface optimization - Emotional impact assessment - Visual communication - Empathy-driven design
IDEAL USE CASES	- User interface design - User experience optimization - Interaction design - Emotional engagement strategies - Design system development
WORKFLOW COMPATIBILITY	- Sequential Refinement: Moderate - Divide & Conquer: Low - Creator & Critic: High - Majority Voting: Low

BUSINESS DEVELOPMENT
PRIMARY FOCUS	Commercial Strategy & Market Potential
KEY STRENGTHS	- Market opportunity identification - Strategic networking - Sales strategy development - Customer relationship management - Commercial trend analysis
IDEAL USE CASES	- Market expansion strategies - Sales pipeline development - Partnership identification - Revenue growth planning - Competitive landscape analysis
WORKFLOW COMPATIBILITY	- Sequential Refinement: Moderate - Divide & Conquer: Low - Creator & Critic: High - Majority Voting: Moderate

SMART USER
PRIMARY FOCUS	Domain Expert & Practical Knowledge
KEY STRENGTHS	- Deep domain expertise - Practical real-world insights - Contextual understanding - Problem-solving experience - Nuanced industry knowledge
IDEAL USE CASES	- Domain-specific validation - Practical use case identification - Real-world problem solving - Expert knowledge integration - Contextual refinement
WORKFLOW COMPATIBILITY	- Sequential Refinement: High - Divide & Conquer: Moderate - Creator & Critic: High - Majority Voting: High

NAIVE USER
PRIMARY FOCUS	Simplicity & Clarity
KEY STRENGTHS	- Intuitive understanding - Simplified perspective - Accessibility focus - Beginner's mindset - Clarity-driven communication
IDEAL USE CASES	- User onboarding - Accessibility testing - Simplification of complex concepts - First-time user experience - Basic user interface design
WORKFLOW COMPATIBILITY	- Sequential Refinement: Low - Divide & Conquer: Low - Creator & Critic: Moderate - Majority Voting: Low

COMPATIBILITY MATRIX

PERSONA	SEQUENTIAL REFINEMENT	DIVIDE & CONQUER	CREATOR & CRITIC	MAJORITY VOTING
CEO	HIGH	LOW	LOW	HIGH
CTO	HIGH	HIGH	MODERATE	MODERATE
SOLUTION ARCHITECT	HIGH	HIGH	HIGH	MODERATE
DATA SCIENTIST	HIGH	HIGH	MODERATE	HIGH
DESIGNER	MODERATE	LOW	HIGH	LOW
BIZ DEV	MODERATE	LOW	HIGH	MODERATE
SMART USER	HIGH	MODERATE	HIGH	HIGH
NAIVE USER	LOW	LOW	MODERATE	LOW

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