Analyzed available password management solutions by developing a weighted scorecard system that quantified subjective criteria (ease of use, vendor responsiveness, integration capabilities, cost-benefit ratios) into objective measurable metrics.
Built Excel-based evaluation framework with formulas that weighted features by organizational priority, enabling objective comparison across otherwise qualitative vendor strengths and weaknesses. Conducted initial large-scale testing to validate scoring model predictions against real-world performance before final selection.