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DataGalaxy Blog

Blog data culture

Identifying & engaging data stewards in 3 easy steps

Who ensures your AI models are trained on accurate data? Who monitors compliance risks to ensure they are mitigated before they become issues? Who ensures scattered information is transformed into trusted, business-ready assets? Data stewards. These often-overlooked data governance champions are crucial in keeping your organization’s most valuable resource accurate, secure, and ready for action. […]
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3 key pillars for AI readiness according to Gartner

According to Melody Chien, Sr. Research Director at Gartner, organizations are undergoing a significant shift in how they approach data and analytics – And specifically AI readiness. The future is moving toward a unified data management platform, where essential technologies converge to create a more streamlined, intelligent business ecosystem. As data volumes increase yearly, organizations […]
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Natural language for unlocking analytics’ true potential

Cloud data platforms, analytics tools, and machine learning models have all proven to be invaluable for deriving insights from data. However, one barrier continues to limit their ROI: Language – Not the programming kind, but the human kind.Despite years of digital transformation, many organizations still struggle to make analytics accessible and actionable across their workforce. […]
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Why your teams need data observability with their AI models

As data ecosystems grow more complex, ensuring the health and quality of that data becomes a serious challenge. Much like observability in software engineering, data observability offers a window into the health of your data systems. This enables teams to proactively monitor, detect, and resolve issues before they snowball. This blog post will explore data […]
gartner d & a summit US orlando

Our top 3 takeaways from the Gartner D&A Summit in Orlando

Each year, the Gartner Data & Analytics Summit in Orlando brings together industry leaders, analysts, and innovators to discuss the latest trends and challenges shaping the data, analytics, and AI landscape. Keep reading to dive into team DataGalaxy’s key learnings from the summit, focusing on the future of the data governance market and the insights […]

Webinar recap – Building AI readiness & data trust with governance & observability

CDOs and AI leaders face big risks when business opportunities get derailed by a lack of data trust due to low levels of data governance and observability. Today’s organizations are striving to boost workforce data literacy by delivering clean, reliable data, but scattered IT architectures often make accessibility and usability a challenge. That’s where DataGalaxy […]
Blog data quality

5 reasons why governance must connect with data quality

When it comes to data governance and data quality, many companies assume that an all-in-one solution is ideal. After all, having an integrated data quality tool within your data governance platform sounds convenient, right? In reality, choosing a flexible data governance solution  – One that can connect seamlessly to in-house or best-in-class data quality providers  […]
Catalogue de données

Gartner’s field guide for successful change management initiatives

For many organizations, “Becoming data-driven” is a long-term goal with no real path set to achieve it. Often, even starting the journey of organizational data management can be a daunting task that doesn’t offer a one-size-fits-all first step. Implementing the roles of Chief Data Offers (CDOs) and Chief Data Analytics Officers (CDAOs) is essential for accelerating organizational change toward a data-centric culture working to achieve data-driven business goals.
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Multilingual AI governance: Why language & culture matter

With advancements in data-related technologies like AI, organizations with global operations are consuming and producing more data than ever before. Industry reports from analysts like Gartner, Forrester, and IDC highlight a gap in data and AI governance technologies that address the unique challenges posed by language and cultural barriers. Many organizations with global operations report […]

Webinar recap – Why data freaks out your team (and how AI can fix it) 

Data should empower teams, not overwhelm them. Yet, too often, systems force users to adapt to the data instead of tailoring data to the user. This February, DataGalaxy hosted a tell-all webinar for data leaders learning to work with AI tools. Together, AI expert and Product Manager Kseniia Ilichenko and data governance leader Laurent Dresse […]
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Privacy & information governance in an AI-first world

AI has rewritten the rules of data governance. AI-powered platforms don’t just process data – They reshape how it’s stored, shared, and protected. But as AI accelerates decision-making, it also amplifies risks, including biases in outcomes, security vulnerabilities, and regulatory blind spots. To build trust in AI, it’s time to rethink how we govern and […]
Blog data culture

DataGalaxy’s 15 essential data management resources

There is arguably nothing more valuable to your company and central to its success than data. However, diving into the vast world of data and data management doesn’t have to be a daunting task, even for non-technical data users. Anyone can increase their data knowledge by simply taking the time to understand the ins and outs of data terminology and management techniques.
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The top 3 required skills & expertise for Chief Data Officers

The Chief Data Officer (CDO) role has evolved dramatically in recent years, shifting from a compliance-focused function to a strategic leadership role that drives business growth and innovation.  No longer just the guardian of data governance, today’s CDO is expected to unlock the full potential of data as a business asset, enabling better decision-making, enhancing […]
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Building an AI-ready data management strategy: 3 key considerations

AI and AI-ready data are changing data management. Have you adjusted your strategy to keep up? To maximize the efficacy of AI-powered tools, you need a data management strategy that focuses on more than pipelines and storage. You must position AI readiness and automation at the center of your design. What is a data management […]
Snowflake x DataGalaxy

Snowflake brings enterprise AI, but who’s pushing the semantic layer?

For the past 12 years, the Snowflake data platform has been making waves in the data world, promising to bring enterprise AI to the masses. With its array of powerful tools for processing and querying data, Snowflake sets the stage for businesses to unlock their data’s potential. But behind the AI-powered dashboards and the natural […]
Blog data gov

End-to-end data governance platforms are replacing traditional data catalogs

Today, modern organizations are generating and leveraging data at an unprecedented scale. However, as data ecosystems grow more complex, traditional data governance platforms – while still valuable – are no longer sufficient on their own. Businesses need more than just a repository for discovering and organizing data; they require a holistic approach that integrates governance, […]
Blog data quality

Overcoming the 3 most common metadata management problems

Metadata is the key to managing data – But what’s the key to metadata management? Despite its importance, many organizations struggle with metadata management. The most common culprits are lackluster standards, incomplete lineage, and tools that make metadata management way harder than it should be. The good news? These problems have a solution. What is […]
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How DataGalaxy Portfolio connects to Collibra to turn governance into measurable business impact

Many large enterprises rely on Collibra as the backbone of their data governance ecosystem. It centralizes metadata, policies, workflows, and stewardship processes. On paper, that sounds complete. In reality, many organizations still struggle to answer the executive-level questions that truly matter: Which data domains drive the most business value? How are governance initiatives prioritized? Who […]
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What is a data dictionary, and why is it important for AI?

As we all know, the effectiveness of AI models depends on the accuracy, consistency, and proper governance of the data they utilize. However, handling vast datasets necessitates a structured and straightforward approach. A data dictionary provides a standard reference for data attributes, including definitions, types, relationships, and constraints. This ensures that data is consistently understood […]
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Utilizing the semantic layer: A modern data catalog user’s guide

We all know that using data well is key to success, but how can a semantic layer build on this success? For modern businesses, having good data governance and management systems is a must. These tools help clarify data, support smart decisions, and improve business processes. But as amazing as all this data is, it’s […]
Blog data quality

10 insider tips for increasing data quality with data lineage tools

Let’s face it – Ensuring high-quality data is essential for maintaining a competitive edge. As organizations expand and gather data from increasing sources, the challenges of ensuring data accuracy, consistency, and reliability grow exponentially. This is where data lineage tools play a pivotal role: These tools extend beyond traditional metadata management by providing comprehensive insights […]
Blog data quality

Your how-to guide: Elevating data strategies with a metadata framework

A metadata framework is a systematic approach that can transform data management strategies and pave the way for tangible business results. Keep reading to discover how data leaders can use a metadata framework to elevate their data management strategies. What constitutes a metadata framework? A metadata framework is a systematic strategy designed to organize, categorize, […]
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5 ways Chief Data Officers create value for their teams & companies

The Chief Data Officer role has become a cornerstone of strategic decision-making and business innovation in modern data-driven organizations. As companies increasingly recognize the importance of data as a strategic asset, Chief Data Officers’ ability to create value is in the spotlight. This article explores how Chief Data Officers can enhance their organizations by empowering […]
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The increasing importance of data stewardship in modern organizations

A data governance policy can say that every critical metric needs an owner, a definition and a quality standard. It cannot decide what “active customer” means, investigate why 18% of customer records suddenly lost their country code, or resolve a disagreement between Finance and Sales over which revenue metric should be used. Someone has to […]
Blog data gov

Everything you should know about using a data governance tool

Did you know that a growing reliance on data brings with it the need for effective data governance? A data governance tool is critical for ensuring data is accurate, accessible, reliable, and secure. Where your organization stands on this journey can be assessed through a data maturity model, which helps identify gaps and prioritize improvements. […]