r/Entrepreneur • u/AmbrishRivo • 4h ago
Starting a Business I left Cruise to build AI for personal finance, starting with automated cash management. We just raised $3.1M. AMA
Hey r/entrepreneur, I am Ambrish, founder and CEO of Rivo.
I have built autonomous systems for most of my life, including at Amazon and Cruise, where I led AI during the launch of commercial robotaxi service in San Francisco.
I left to build something I hadn't seen applied to personal finance: self-driving money.
Rivo was born from a frustrating personal experience. My former wealth manager had left my hard-earned money earning 0% because he needed "explicit instructions" before moving it, while continuing to charge a 0.65% management fee. That experience made me realize there had to be a better way to manage idle cash.
The more I looked into it, the bigger the problem got. U.S. households hold nearly $6 trillion in transaction accounts, much of it earning close to nothing. Not because people don't care, but because they're busy, and the system was designed to profit from that.
So I built Rivo. It securely connects to your existing bank account, monitors your cash flow to identify cash you aren't likely to need, moves it into U.S. Treasury Bills, and brings it back before the bills are due. You keep your bank and never have to manually transfer money.
We've raised $3.1M in total funding, backed by South Park Commons, 645 Ventures, 20VC, Wisdom Ventures, Script Capital, and Jag Duggal (former CPO at Nubank). Our team includes leaders from Personal Capital, Mint, Capital One, JPMorgan Chase, and Microsoft.
Happy to go deep on anything:
- Leaving a high-profile AI role to start from scratch
- Fundraising as a first-time founder (what worked, what didn't)
- Building in fintech: compliance, banking partners, regulators
- Applying autonomous systems thinking to personal finance
- What we got wrong early
- How we think about the idle cash problem
If you want to know more, you can check us out at rivofi.com, find me on LinkedIn, or drop by our subreddit r/TryRivo.