We built a Clay-powered enrichment engine that pulls CRM accounts, validates firmographics, enriches missing fields (industry, size, role, revenue), and scores ICP-fit in real time. The output: - Segmented ICP tiers (A/B/C) - "Do Not Contact" flags for garbage data - A ready-to-go pipeline that reps can prioritize immediately This use case cut 80% of manual research, saved 10+ hours/week, and gave the GTM team a clean, structured list that actually converted.














