// Hacker Noon · 2 June 2026

I Built an AI-Assisted Data Quality Layer for Operations Dashboards

This article proposes an AI-assisted data quality layer that sits between raw data sources and business dashboards. Combining schema validation, business-rule enforcement, anomaly detection, severity scoring, and AI-generated explanations, the system aims to identify hidden data issues before they i...

Hacker Noon

@hacker-noon · Priyanka Machani

hackernoon.com

Hacker Noon@hacker-noon