Case Study: Rocket Money unlocks ~$1M annual ROI with Intercom's Fin
Key results
The challenge
Rocket Money, a personal finance app serving millions of users, was handling over 60,000 support conversations a month through button-based workflows that placed the burden of precision on customers. Misrouted conversations landed in an unassigned inbox, and at peak one teammate spent two to three hours a day manually rerouting them.
The solution
Rocket Money introduced Intercom's Fin AI Agent alongside the Intercom Suite, starting with 10% of conversations and expanding to scoped workflows such as billing management, app troubleshooting, and account access, with routing rules ensuring sensitive issues escalated to humans.
“This is what a modern support team looks like. It's not about removing humans. It's about redesigning the work so humans are focused where they add the most value.”
MMMichelle McGowanDirector of Operations, Rocket Money
The results, in context
Rocket Money reported roughly $1M in annual efficiency gains, with Fin involved in 54% of conversations and resolving 68% of them across more than 60,000 monthly conversations. Human CSAT rose by six points, and email-based billing management consistently delivered 80%+ CSAT.