Inspiration
Indie SaaS founders lose revenue to churn every month — spotting at-risk customers early and acting in time is the difference between growth and stagnation.
What it does
Churn Radar is a churn-prevention agent for indie SaaS founders. It continuously scores customers for churn risk, drafts tailored retention actions for each at-risk account, and routes outreach through human approval — so nothing goes out without the founder's say-so. Outcome tracking closes the loop, showing which interventions actually saved accounts.
How we built it
An agent pipeline that ingests customer signals, scores churn risk, drafts retention plays, and queues human-approved outreach. Every action is logged against outcomes so the system learns what works.
Challenges we ran into
Turning noisy, sparse customer signals into reliable churn scores — and designing an approval flow founders actually trust enough to use daily.
Accomplishments that we're proud of
A complete loop from risk detection to human-approved retention action to measurable outcome tracking.
What's next
Deeper integrations with billing and product-analytics platforms, and playbooks that adapt automatically from tracked outcomes.
Presentation Deck
Built With
- agents
- ai
- python
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