# Churn-prevention segment plan - pre-cycle research pass

Cycle: pb-telecom:2026-05-20
Date: May 20, 2026

## Summary

Churn-prevention segment plan created with triggers, offers, customer education, and service-recovery actions. High-intensity mode adds a pre-cycle research pass with fresh assumptions, web-search prompts, and evidence checks.

## Evidence

- The agent converted recharge, complaint, network quality, and customer value signals into review-ready retention work. Additional basis: pre-cycle deep research and web-search briefing before the normal daily workstream.
- Customer care and marketing receive durable segment actions instead of only an ephemeral task summary. Additional impact: more source gathering and earlier challenge checks before the day advances.
- 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.

## Strategic Guidance Applied

- Source: Runtime strategy artifact: PB Telecom Laos Corporate Strategy And Brand Guidelines
- Hash: 190d49f81c8555ac4be1a280e5b6345d38a307c973a335836a683d3009593c00

## Demo Safety

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