AI Churn Intervention Playbook Generator

# AI Churn Intervention Playbook - Customer Revenue Team

## Baseline
- Active accounts: 240
- At-risk accounts: 44 (18.3%)
- Current gross revenue retention: 88.0%
- Target gross revenue retention: 94.0%
- Retention gap: 6.0 percentage points
- Primary risk driver: Low product adoption
- Average monthly revenue per account: $3,100
- Next major renewal window: 70 days
- Churn pressure score: 66.4 / 100 (High)
- Recommended cadence: Run weekly renewal-risk board with owner-level escalation.

## Economics
- Estimated monthly revenue at risk: $136,400
- Estimated monthly recovery potential at target retention: $44,640
- Estimated annualized recovery potential: $535,680

## Owner model
- Customer success owner: Customer Success Director
- Product owner: Product Adoption Lead
- RevOps owner: Revenue Operations Manager

## 90-day churn intervention lines
| # | Stage | Objective | Owner | Due window | Success metric | Supporting route |
|---|---|---|---|---|---|---|
| 1 | Churn baseline and account triage | Segment at-risk accounts by renewal date, value exposure, and intervention urgency in one board. | Revenue Operations Manager | Week 1-2 | Tiered at-risk account board published with owner assignments | AI Growth and Monetization Hub (/ai-growth-monetization-hub) |
| 2 | Adoption and value rescue | Run one product-adoption rescue plan for each top-risk cohort with milestone-level ownership. | Product Adoption Lead | Week 2-3 | At-risk account adoption milestones trend up week over week | AI Rollout and Adoption Hub (/ai-rollout-adoption-hub) |
| 3 | Reliability and trust recovery | Contain repeat incident drivers and enforce one escalation path for high-value renewal accounts. | Customer Success Director | Week 3-4 | SLA-risk account count falls and unresolved incident backlog declines | AI Incident Response Hub (/ai-incident-response-hub) |
| 4 | Offer and packaging intervention | Run controlled retention-offer tests by segment with explicit margin and discount guardrails. | Revenue Operations Manager | Week 4-5 | Renewal conversion rises without margin collapse | AI A/B Test Manager Generator (/ai-ab-test-manager-generator) |
| 5 | Renewal command board and recap | Run one weekly renewal board and publish a monthly memo on saved ARR and unresolved blockers. | Customer Success Director | Week 5-6 | Gross revenue retention trend improves and rescue actions close on time | AI Expansion Revenue Playbook Generator (/ai-expansion-revenue-playbook-generator) |

## Weekly review ritual
1. Review top at-risk renewals and move blocked lines into escalation within 48 hours.
2. Validate adoption rescue progress and unresolved trust incidents in one board.
3. Compare offer intervention outcomes versus margin guardrails before rollout.
4. Publish weekly saved ARR trend and next owner actions.