The Self-Healing CRM
Challenge
CRM data degraded weekly - duplicate contacts, missing fields, stale pipeline stages. Sales reps spent 6+ hours/week on manual cleanup instead of selling.
Solution
Deployed a multi-agent system via n8n and OpenAI that continuously audits records, deduplicates contacts, enriches missing data from external APIs, and flags anomalies for human review only when confidence is low.
Results
94%
Reduction in CRM errors
12hrs
Saved per rep per week
30 days
Full ROI payback



