Demo

Data Quality Scanner

AI-Powered

Upload a CSV or pick a sample dataset. We'll scan for data quality issues — inconsistent formats, outliers, nulls, duplicates — and score every column.

Step 1 — Load Data

Pick a sample dataset:

Or upload your own CSV:

Upload CSV Max 1 MB

What This Demonstrates

This tool runs entirely in your browser — no data leaves your machine. It shows how automated quality scanning can catch issues that manual review misses, turning hours of data wrangling into seconds.

In a production engagement, we'd build this with:

›Schema validation rules per table

›Statistical anomaly detection

›Cross-table referential integrity

›Automated remediation pipelines

›Historical quality trending

What This Demonstrates

This tool runs entirely in your browser — no data leaves your machine. It shows how automated quality scanning can catch issues that manual review misses, turning hours of data wrangling into seconds.

In a production engagement, we'd build this with:

›Schema validation rules per table

›Statistical anomaly detection

›Cross-table referential integrity

›Automated remediation pipelines

›Historical quality trending