| Silvermine AI
AI CRM Cleanup for Home Service Businesses: How to Fix Pipeline Data Before Automation Scales the Mess
- CRM cleanup is one of the highest-leverage prep steps before adding more AI to a home service workflow.
- The biggest problems are usually duplicate leads, stale estimates, unclear stages, and weak ownership rules.
- A cleaner CRM makes every other automation more reliable because the business stops acting on bad records.