Customer Success Copilot
Health score analysis and recommendation engine for logistics operations, combining CS best practices with AI.
- Role
- Creator
- Year
- 2026
- Stack
- Python · PostgreSQL · LangChain · N8N · Docker
Context
Implementation and CS experience revealed that most logistics operators lack structured health monitoring for their customer portfolios.
Approach
Built an AI layer that analyzes usage data, support tickets, and business outcomes to generate health scores and proactive recommendations.
Outcome
25% faster identification of at-risk accounts. Automated playbook generation based on health score segments.