Churn-risk flags with the evidence
Theylore flags accounts before they cancel, and shows the messages that led to the flag.
Signals Claude looks for
- Explicit cancellation or competitor mentions.
- Three or more unresolved tickets on the same issue.
- A sharp negative change in tone across recent messages.
- Billing disputes close to a renewal date.
Current numbers
The demo workspace shows 23 open flags, 6 of them new this week. Each flag carries a risk level, the quoted evidence and a suggested next step.
Limits
A flag is a prompt for a human to look, not a prediction of revenue. Every flag has a confidence score, and you can dismiss it so Claude learns from your decision in later runs.
Related: Claude pipeline · Themes · Weekly digest