Note: The application is currently in its validation phase, running locally on Streamlit and tested end-to-end. It is designed to be fully deployable to Google Cloud Run and BigQuery.
The Problem That Started Everything
Picture this: a telecom company hands you a CSV file with 915 clients.
You open it, run a quick analysis, and discover 23.4% of those clients are about to leave next quarter. That's not a statistic — that's €142,500 in preventable annual losses sitting quietly in a spreadsheet, waiting for someone to do something about it.
The real problem isn't the data. It's what happens next:
