DataGalaxy blog

Blog data culture

The top 3 KPIs for measuring & monitoring value governance

Data governance used to be about one thing: Control. Control over who could access data. Control over how it was stored and protected. Control over compliance and risk. However, executives today are less inclined to hear about new policies, audits, or approval workflows. They want to see results. They want to know: What are we […]
Blog AI gov

Top AI governance software tools compared (2025)

Artificial intelligence is rewriting the rules of modern business. However, without the right guardrails, it can create more problems than it solves.  AI governance software gives data teams and business leaders the tools to monitor, manage, and keep their AI systems trustworthy and compliant.  In 2025, there are more options than ever, making it tough […]
Blog data quality

Top 5 Atlan competitors for data catalog management (2025)

More than ever before, data cataloging has become non-negotiable. Businesses need fast, reliable access to trusted data, and that means having the right cataloging platform in place. While Atlan is a popular choice, it’s far from the only option. In fact, many organizations are now evaluating other Atlan competitors that better fit their needs for […]
Blog data culture

Align your data strategy with business outcomes in 3 easy steps

Data strategy can no longer exist in isolation. No matter how sophisticated the tools or powerful the datasets, a data strategy untethered to business priorities risks irrelevance or worse – wasted investment. The pressure is rising. Reporting on infrastructure and dashboards isn’t enough. Boards and executives demand data strategies that directly impact growth, efficiency, and […]
Blog AI gov

Preparing your data for machine learning: Top 6 best practices

If you’re working with machine learning, one thing becomes clear fast: Your model is only as good as the data you feed it. While algorithms often steal the spotlight, it’s the behind-the-scenes work, like getting your data clean, consistent, and ready, that truly drives success. Most data scientists will tell you that data preparation takes […]
Blog data culture

The 3 most crucial observability metrics for data pipelines

Are you driving your data strategy blindly? Data pipelines move information where it needs to go. However, without observability, it can seem like data is barreling through a dark tunnel with no way to know what’s happening. Observability is your illumination in dark pipelines. It offers data leaders the visibility and control to catch issues […]