Customer Health Score Agent
Consolidates support, product usage, and billing signals into a single customer health score that support and success teams can act on.
Support teams often see only the ticket history for an account and have no visibility into product usage trends or billing health, leaving them unable to tell whether a difficult ticket represents an isolated frustration or a symptom of a deeper relationship problem
Customer health is frequently tracked in a separate system owned by customer success, disconnected from the support queue where frontline agents are actually interacting with the customer daily
Different teams calculate health differently or not at all, so there is no shared, consistent signal that support, success, and account management can act on together
Without a real-time health view, support agents cannot adjust their handling, such as prioritizing white-glove treatment for an account already showing risk signals elsewhere
The agent continuously combines support ticket sentiment and volume, product usage depth and trends, billing and payment health, and engagement signals into a single, explainable health score per account. It surfaces this score directly within the support and success tooling agents already use, so the context is visible during live interactions rather than buried in a separate dashboard. When a score drops sharply, it alerts the relevant account owner with the contributing factors, and it maintains a historical trend view so teams can see whether recent actions are improving or worsening account health.
Signal Consolidation
- Pull support ticket volume, sentiment, and resolution history
- Ingest product usage depth and adoption trends
- Sync billing status and payment health
- Incorporate engagement signals such as survey responses
Health Score Calculation
- Compute a weighted, explainable health score per account
- Segment scores by account tier and value
- Track score trend direction over time
- Flag sharp negative movements
In-Workflow Surfacing
- Display the health score and trend within the support ticket view
- Highlight top contributing risk or strength factors
- Adjust suggested handling priority based on health context
- Alert account owners when a score crosses a risk threshold
Trend and Impact Reporting
- Maintain historical score trend lines per account
- Correlate health score with renewal and expansion outcomes
- Report portfolio-wide health distribution to leadership
- Identify which interventions most improve health scores