Agents in the Wild
All cases / Case #013

Process 5 million receipts a month with browser agents

Fintech Ramp built finance agents on Browserbase that fetch and process receipts automatically for its customers.

BrowserbaseSpotted· Finance· by Ramp· Oct 14, 2026
Time saved
4,200+ h / month
Running cost
Not stated
Result
5M+ receipts processed a month
“Today, Browserbase saves Ramp's customers over 4,200 hours of manual work every month across its finance agents.”
From the source: Browserbase case study · 2026-05-21

Spotted: found in the wild. The numbers are as reported by the source above and have not been independently verified yet.

The situation

Finance teams spent hours every month tracking down receipts for expense reconciliation.

The agent

Browser-based agents log in where receipts live, retrieve them and feed them into the finance workflow.

How to build it

  1. Pick a high-volume manual collection task.
  2. Build a browser agent that retrieves the documents.
  3. Feed the results into the existing workflow.
  4. Scale it and track the hours reclaimed.
Source: Browserbase case study

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