Appealing Points: Lead business use case discovery and shaping, including workflow, pain-point, user-persona, and outcome analysis. Translate complex business guidelines, regulatory constraints, and industry practices into AI-ready logic and system instructions. Drive AI evaluation, quality benchmarks,