Sampeer Studio

Sampeer Studio

Automations console

BusinessOS / Finance

Expense Tracker

Upload a bank or card CSV and get a categorized, costed expense report with burn-rate insights and a branded PDF - in seconds.

Live
14
Executions
86%
Success Rate
12.8s
Avg Runtime
v1
Prompt
Step 1

Upload

Drop a bank/card CSV. Rows are parsed and normalized in the browser - no raw file leaves the form.

Step 2

Categorize

Gemini labels each transaction from a fixed taxonomy and cleans up merchant names.

Step 3

Compute

All totals, category sums, and burn rate run in TypeScript. The model never touches a number.

Step 4

Insights

Gemini writes a headline and a few qualitative observations about the period.

Step 5

Report

A branded PDF report is rendered with React-PDF, ready to download.