How a One-Person Ops/Finance Team at Greptile Stopped Losing $12K+ Every 60 Days to Failed Payments ($70K+ Annualized)
Key Outcomes
— Paloma Prudhomme, Operations, Greptile
About Greptile
Greptile is an AI code reviewer that helps engineering teams automatically review and improve code. Operating with a lean team and a product-led growth motion, Greptile relies heavily on automation across billing, operations, and finance.
The Challenge: Failed Payments Were Hidden And Unmanaged
When Paloma joined Greptile to oversee operations, there was no formal billing or collections process in place. Failed payments were left to Stripe’s default retries, with only occasional manual follow-ups for larger customers.
With hundreds of smaller subscriptions, there wasn’t enough bandwidth to chase $10–$20 charges… and those “small” failures added up fast.
What this resulted in:
- No visibility into lost revenue
- No structured follow-up process
- Unpaid invoices and failed payments piling up
Why Automation Fit Greptile’s Lean Ops Team
With a one-person ops team, Paloma needed more automation and less manual work.
Invoice Butler stood out because it:
- Required 2-3 hour setup
- Integrated directly with their Stripe
- Worked in the background without constant oversight
Paloma didn’t have time for complex onboarding. She needed something fast, simple, and hands-off.
Implementation: Integrated in 2-3 hours
Paloma initially worried about ROI and onboarding time, but both concerns disappeared quickly.
Invoice Butler connected to Stripe, surfaced unpaid invoices immediately, and began outreach within the first day.
The ROI showed up fast:
- Slack communication with minimal oversight
- Automatic customer follow-ups
- No manual tracking
The Turning Point: Improved Customer Experience
As Invoice Butler followed up on unpaid invoices, customers flagged issues that Greptile didn’t even know existed.
Some had been charged after free trials without using the product, while others were overcharged due to billing bugs.
Invoice Butler, following up on these conversations, helped Greptile:
- Fix broken billing flows
- Prevent incorrect charges
- Improve overall customer trust
The Results: 100% Hands-Off Payment Operations
1. $12K+ Recovered in Failed Payments
Thousands in lost revenue collected automatically within 2 months.
2. Operations Simplified and Automated
Collections ran end-to-end without manual tracking or follow-ups.
3. Improved Customer Experience
Billing bugs and incorrect charges were uncovered and fixed, building customer trust.
4. Failed Payment Issues Clearly Identified
Hidden revenue leaks surfaced immediately instead of quietly piling up.
5. Time Saved With No Additional Hiring
A one-person ops team reclaimed hours each week without adding headcount.