Conducted primary research across 4 institutional segments to analyze banking behavior and transaction trends, benchmarking competitive positioning and identifying switching risks. Implemented targeted digital adoption strategies, improving channel migration by 25% and delivering actionable market intelligence reports supporting branch expansion and localized banking strategies.