Embedded previewInteractive workflow with safe sample data
No external API calls
Editable CSV input
5rows read
1rows flagged
$2,290clean total
Generated report previewAutomation Report / July Operations

Processed 5 records, prepared 4 invoice-ready rows, and flagged 1 row for review.

ClientServiceAmount
Nova ClinicsAI chatbot setup$850
Peak RealtyLead scraper workflow$620
Urban TutorsMonthly report automation$430

What is implemented

A focused workflow, public source, and a clear production path.

Problem

Manual spreadsheet cleanup is slow, inconsistent, and easy to break when the source file changes.

Live implementation

Browser CSV workflow + tested Python PDF pipeline

Production extension

Python, Pandas, Excel/PDF templates, email APIs

Workflow

How a production client version would work.

  1. 01Upload CSV
  2. 02Clean records
  3. 03Generate report
  4. 04Email outputs

Build a real version

Want this connected to real data, AI APIs, or your business workflow?

This public demo uses safe sample data. A production version can be connected to your documents, spreadsheet, website, CRM, email, or AI API workflow, with validation, access controls, and deployment matched to your requirements.

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