
AI Automation & CRM · 8 min read
CRM Cleanup Before Automation: What to Fix First
Duplicates, missing sources, undefined stages and orphaned contacts break automation quietly. A cleanup checklist and readiness score to run before you build.
Abdul Sattar · Sep 6, 2026










