---
title: "Introducing the Data Quality Dashboard (beta)"
slug: 2026-03-29-introducing-the-data-quality-dashboard-beta
date: 2026-03-29
type: new
tags: ["assist","data-quality"]
url: https://invertbio.com/changelog/2026-03-29-introducing-the-data-quality-dashboard-beta
---

# Introducing the Data Quality Dashboard (beta)

Good data quality is the foundation of reliable science. The new **Data Quality dashboard** gives you a clear, continuous view of how your data holds up against FAIR principles and AI/ML readiness standards — so issues get caught early rather than discovered downstream.

Each issue is ranked by severity and tagged to the FAIR dimensions it affects, helping you prioritize what matters most. Clicking into an issue gives you the context you need to make an informed decision, and many can be resolved in just a step or two. You stay in control throughout — the dashboard guides you, but the call is always yours.

We're launching with an initial set of rules and will be expanding them continuously. Let us know what data quality issues you'd like us to tackle next!