DataGalaxy blog

Blog AI gov

AI risk management: How to monitor & control AI systems

What’s the difference between AI outcomes you can explain and those you can’t? Risk.  From skewed insights to biased outputs, AI is a business liability when left unchecked. So, what does it take to keep AI on track? Rigorous monitoring and hands-on control. Let’s talk AI risk management: How to scrutinize AI in production, where […]
Blog AI gov

Building an AI governance framework: 3 real-world examples

AI is no longer a futuristic concept—it’s embedded in how modern organizations operate, make decisions, and deliver value.  Without the right checks in place, AI can introduce real risks, including bias, lack of transparency, and regulatory non-compliance.  Keep reading to learn more about AI governance – the strategic layer that ensures AI isn’t just powerful, […]
Blog data culture

Data governance & observability: 3 steps to combined value

Did you know that data governance and data observability are interdependent? While data governance establishes the rules and standards for data management, data observability ensures those rules are followed in real-time. Together, they create a feedback loop that reinforces data trust and AI readiness. This blog post will discuss the benefits of using a Data […]
Blog data culture

Value governance: Ensuring data-driven business value

To make a difference, businesses must go a step further. They must govern the value derived from data. This concept, known as value governance, is emerging as a pivotal framework for organizations seeking to align data, analytics, and AI investments directly with business outcomes. In this article, we’ll explain what value governance really means, how […]
Business Intelligence

How DataGalaxy Portfolio connects to ServiceNow to align governance strategy with operational execution

Many enterprises rely on ServiceNow to manage workflows across IT, risk, compliance, and operations. It is the engine behind tickets, approvals, controls, and enterprise processes. But when it comes to structuring enterprise data governance, ServiceNow was never designed to define domains, align ownership, or connect data initiatives to business value. It executes processes. It does […]