← All projects

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.