Data Analytics Portfolio
Applying data analytics and organizational psychology to real-world leadership and brand challenges. Each case study explores a distinct business problem through the lens of people analytics, behavioral data, and strategic insight.
Case Studies in Leadership & Brand Analytics
About This Portfolio
These case studies were initially developed as part of an applied data analytics program integrating organizational psychology, leadership theory, and business intelligence. Each study presents a real-world scenario, a data-informed analysis, and actionable recommendations. We will continually add more case studies.
Case Studies
Each study applies data-driven analysis to leadership and brand challenges in organizational settings.
Case Study 1: AI Agents and Leadership Trust
Explores how the integration of AI agents into organizational workflows affects leadership trust, decision-making authority, and team dynamics. It analyzes behavioral data and trust metrics across leadership levels to provide evidence-based guidance for AI adoption strategies.
Case Study 2: Still Serving, But No Longer Flying the Brand
Examines how employees disengage from brand advocacy when organizational values conflict with lived experience. It uses sentiment analysis and engagement data to identify patterns of brand detachment among long-tenured staff and proposes retention and realignment strategies.
