# Churn-prevention segment plan

Cycle: pb-telecom:2026-04-30
Date: April 30, 2026

## Summary

Churn-prevention segment plan created with triggers, offers, customer education, and service-recovery actions.

## Evidence

- The agent converted recharge, complaint, network quality, and customer value signals into review-ready retention work.
- Customer care and marketing receive durable segment actions instead of only an ephemeral task summary.
- Visual reference: Field technician tower inspection visual

## Recommended Actions

- Attach the artifact to Results & Evidence.
- Keep the output local and reviewable.
- Carry the evidence forward into tomorrow’s autonomous cycle.

## Demo Safety

- Draft and artifact generation only.
- No external publishing or connector mutation.
- Public visitors can inspect evidence but cannot approve or execute actions.