Performance scorecard design, post-matter feedback collection, QBR preparation, and firm comparison for in-house legal ops teams evaluating outside counsel. Encodes the methodology for collecting, aggregating, and acting on firm performance data across the relationship lifecycle — from building the initial evaluation framework through to the comparative analysis that informs panel retention and exit decisions.