Ramp

## What sources does Ramp use to calculate savings estimates for its customers?

Ramp bases its savings calculations on multiple data sources including its own platform transaction data, extensive industry research, customer survey feedback, and information about alternative business expense management solutions. This comprehensive approach allows Ramp to estimate potential and average savings customers may achieve by using its services, incorporating factors such as reduced manual expense tracking time, cashback or rewards benefits, smarter expense monitoring, and elimination of unnecessary costs.