Picture this: It's Monday morning, and your CEO asks, "How's our data looking?" Instead of scrambling through logs and technical dashboards, you pull up one clean view that tells the whole story. That's exactly what we've built with the new Data Health dashboard in GX Cloud.
The problem we couldn't ignore
Here's the thing: data engineers aren't the only ones who lose sleep over data quality and observability. Data analysts and even marketers need to know if their reports are built on solid ground. Managers want confidence before presenting to leadership. Even executives need a pulse check on the data that drives million-dollar decisions.
But until now, gaining that insight was not so simple. It meant either becoming a tech wizard or playing a frustrating game of telephone with your data team.
Sound familiar? You're not alone. Data teams everywhere face the same daunting challenges: stretched resources, mounting compliance pressures, and constant skepticism from stakeholders who have been burned by bad data in the past. Traditional anomaly detection tools make things worse: they scream "something's wrong!" but leave you guessing what, where, and why.
Smarter approach to data quality
Most data quality tools are like smoke detectors that go off when you burn toast. They are technically working, but they're not particularly helpful. They flag statistical outliers without understanding your business context. A 20% spike in user signups might trigger an alert, but what if you just launched a successful marketing campaign?
GX Cloud takes a different approach. Built on the world's most popular open-source data quality framework, it empowers you to define validations that directly align with your unique business logic. This means you're not just chasing statistical shadows; you're meant to provide stakeholders with a higher-level picture of data quality across the organization and provide practitioners with guidance on which failures to investigate most urgently. Instead of generic alerts, GX Cloud helps you test what truly matters: Are customer emails formatted correctly? Do revenue figures align with your fiscal calendar? Are your AI models receiving the clean, structured data they need to perform optimally?
What you'll see
Daily Data Health score: one number that captures how your data performed today, smoothed over 30 days so you're not chasing every blip.
Gaps in assets: the blind spots in your data world: assets that haven't been validated recently and might be quietly breaking.
Recent failures: A triage list of what's actually broken right now, organized by urgency and ready for action.
Refer to the documentation to learn more about using the dashboard, setting up filters, and receiving real-time updates.
Built for real enterprise teams
This dashboard is now the first thing you see when you log into GX Cloud. No more hunting through menus or deciphering technical jargon. We designed it so your data team lead can check in during their morning coffee, and your VP can get the pulse without needing a translator.
Whether you're a startup or a Fortune 500 enterprise, the platform scales with you. Governance features keep compliance teams happy. Automated workflows handle the routine stuff. Proactive alerts catch problems before they cascade. And it all happens without adding headcount or complexity.
Why it matters
Data quality isn't a "set it and forget it" problem: it's an ongoing performance that needs constant attention. But that attention shouldn't require a CS degree.
When everyone on your team starts their day with the same clear picture of how your data is performing, something magical happens. Conversations become more informed. Problems get spotted before they become disasters. And the whole team can work together on improvements instead of working around each other.
The result? Good, trusted, AI-ready data that powers confident decisions. No more explaining why the numbers don't add up in the board meeting. No more last-minute scrambles to validate reports. Just good data that everyone can trust.
Ready to see what your data's report card looks like? The Data Health dashboard is now live in GX Cloud. Your entire team, technical and non-technical alike, finally has a shared language for talking about data quality.
Log in and take a look. Your Monday morning self will thank you.
