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May 7 2024

MDM vs. CDP: Which Does Your Organization Need?

Most, if not all, organizations need help utilizing the data collected from various sources efficiently, thanks to the ever-evolving enterprise data management landscape. Often, the reasons include: 1. Data is collected and stored in siloed systems 2. Different verticals or departments own different types of data 3. Inconsistent data quality across the organization Implementing a central […]

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Author: Mahtab Masood and Arjun Vishwanath

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May 6 2024

Unlocking Business Potential: Leveraging Data Protection for Growth and Privacy

Data is undeniably the modern fuel that keeps organizations up and running in the dynamic business landscape. Admit it: Every organization catering to its customers online is handling heaps of customer data, which is collected for various purposes, including marketing and personalization. While most customers may offer their consent to use their personal details, most […]

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Now Is the Time for Executives to Deploy Ethical Rules Around AI

For better or worse, AI is causing disruption in almost every field imaginable. Corporations around the world are embracing its possibilities to make work more efficient. The success of ChatGPT and other generative AI tools has also caught the attention of nearly every industry in an effort to meet profitability, efficiency, and sustainability goals. Money […]

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Mind the Gap: The Data Chasm

Welcome to the inaugural edition of Mind the Gap, a monthly column exploring practical approaches for improving data understanding and data utilization (and whatever else seems interesting enough to share). This month, we start not with a gap but with a chasm – one that’s at the core of a bewildering paradox. We continue to see […]

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Human-AI Collaboration: How AI Can Enhance Human Capabilities and Ethical Considerations

Artificial intelligence is here to change the world, and it is up to us to embrace this technology and use it responsibly to reap its full potential. Although critics have expressed some valid concerns about the potential harm that AI technology could bring about, fostering an AI-human collaboration can allow us to use this powerful […]

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Good Data Quality Is the Secret to Successful GenAI Implementation

You wouldn’t build a house without a concrete foundation. So why are many technology leaders attempting to adopt GenAI technologies before ensuring their data quality can be trusted? Reliable and consistent data is the bedrock of a successful AI strategy. Incomplete or inconsistent data prompts GenAI models to propose equally unreliable outputs, calling the basic […]

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Why Selecting the Appropriate Data Governance Operating Model Is Crucial

To embark on data governance in an enterprise that spans divisions and diverse stakeholders, a well-defined operating model plays a vital role in achieving expected business benefits. Data mesh is a new concept that encourages data democratization within an organization in a decentralized way by promoting data products. Unlike the vintage architecture, which is centralized, data mesh […]

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Data-Driven Defense: AI as the New Frontier in Business Security

Major business setbacks due to risk management failures happen every year. They are also some of the costliest, adding up to millions of dollars in regulatory fines, lawsuits, payouts, and lost brand value. Leaders want to avoid these types of issues and rely on sound internal data management to mitigate risk and maintain confidence and […]

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Women in Data: Meet Christina Sandema-Sombe

The latest installment in our Q&A series with women leaders in data features Dr. Christina Sandema-Sombe, chief data steward of Nike, Inc. (Read our previous Q&A here.) Dr. Christina Sandema-Sombe first learned the joys – and challenges – of working with data as the global impact measurement lead at a humanitarian aid organization. Over a decade […]

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Ask a Data Ethicist: How Can We Address the Ethics of Reusing Data?

Reusing data is a fundamental part of artificial intelligence and machine learning. Yet, when we collect data for one purpose, and use it for other purposes, we could be crossing both legal and ethical boundaries. How can we address the ethics of reusing data? Understand Your Data Before we address the issue of reuse, we […]

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The Cool Kids Corner: Equity and Privacy

Hello! I’m Mark Horseman, and welcome to The Cool Kids Corner. This is my monthly check-in to share with you the people and ideas I encounter as a data evangelist with DATAVERSITY. This month, we’re talking about personal identifiable information (PII) and the privacy of that data, but also about ways organizations use personal data […]

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Author: Mark Horseman and Karen Lopez

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Data Blogs | Information From Enterprise Leaders Data consistency Data Education data governance Data Governance & Data Quality | News & Articles Data Governance Blogs data quality data quality master data management DATAVERSITY Enterprise Information Management Information Management Blogs Master Data Management MDM

Apr 1 2024

How to Ensure Data Quality and Consistency in Master Data Management

In the digital age, organizations increasingly rely on data for strategic decision-making, making the management of this data more critical than ever. This reliance has spurred a significant shift across industries, driven by advancements in artificial intelligence (AI) and machine learning (ML), which thrive on comprehensive, high-quality data. This evolution underscores the importance of master […]

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World Backup Day Is So 2023 – How About World Data Resilience Day?

Instead of celebrating World Backup Day 2024 for accomplishing another year of successful backups, I recommend using it to look forward to a year of testing recovery. Instead of starting data protection strategies by planning backups, organizations should flip their mindset and start by planning recovery: What data needs to be recovered first? What systems […]

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Debunking Cloud and Cloud Migration Myths

Many companies hesitate to migrate to the cloud for a variety of valid reasons. However, these migration concerns are often based on misconceptions that keep companies from realizing the financial and operational benefits of the cloud. The following blog post addresses some of the myths around the public cloud, including cost control obstacles, compliance shortfalls, […]

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The Rise of Generative AI in Insurance

The global market for artificial intelligence (AI) in insurance is predicted to reach nearly $80 billion by 2032, according to Precedence Research. This growth is being driven by the increased adoption of AI within insurance companies, enhancing their operational efficiency, risk management, and customer engagement. Despite widespread integration of AI in the industry today, its full […]

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Ask a Data Ethicist: What Data Is OK to Use to Prompt ChatGPT?

Millions of people are using ChatGPT on a regular basis to assist them in both personal and professional capacities. This month’s question centers on the data used to prompt ChatGPT. Our reader, who shared that they are an ESL speaker, would like to know if it’s ethical to have ChatGPT create summaries of information (specifically, […]

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The Cool Kids Corner: Neurodiversity in Your Team

Hello! I’m Mark Horseman, and welcome to The Cool Kids Corner. This is my monthly check-in to share with you the people and ideas I encounter as a data evangelist with DATAVERSITY. (Last month, we discussed the importance of communication.) This month, we’re talking about neurodiversity in your data team. The term neurodiversity was first […]

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Protecting Your Data: 5 IAM Trends to Watch

In our increasingly digital world, organizations recognize the importance of securing their data. As cloud-based technologies proliferate, the need for a robust identity and access management (IAM) strategy is more critical than ever. IAM serves as the gatekeeper to an organization’s sensitive information, ensuring that only authorized individuals have an appropriate level of access. With […]

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How DSPM Fits into Your Cloud Security Stack

DSPM solutions provide unique security capabilities and are specifically tailored to addressing sensitive data in the cloud, but also to supporting a holistic cloud security stack. As the variety and sophistication of attacks increase over time, new challenges arise that the existing security stack can hardly keep up with. A new, more aligned, and holistic […]

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Hybrid Architectures in Data Vault 2.0

Are you drowning in data? Feeling shackled by rigid data warehouses that can’t keep pace with your ever-evolving business needs? You’re not alone. Traditional data storage strategies are crumbling under the weight of diverse data sources, leaving you with limited analytics and frustrated decisions. But what if there was a better way? A way to […]

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Building Trust in the Digital Age: The Role of Data Verification

Data has famously been referred to as the “new oil,” powering the fifth industrial revolution. As our reliance on data-intensive sectors like finance, healthcare, and the Internet of Things (IoT) grows, the question of trust becomes paramount. Trust is a multifaceted issue when dealing with data and events, and one core component is data verification. […]

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Putting a Number on Bad Data

Do you know the costs of poor data quality? Below, I explore the significance of data observability, how it can mitigate the risks of bad data, and ways to measure its ROI. By understanding the impact of bad data and implementing effective strategies, organizations can maximize the benefits of their data quality initiatives. Data has become […]

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Ask a Data Ethicist: Why Does Data Ethics Matter?

Whenever I give a talk, I always share how much I love Q&A. It’s a real joy to hear what people are curious about and provide resources or share insightful lived experiences as a consultant in the data ethics space. In this line of work, it’s usually not about having tidy, easy answers or the […]

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The Silver Bullet Myth: Debunking One-Size-Fits-All Solutions in Data Governance

Data Governance plays a crucial role in modern business, yet the approach to it is often mired in unhelpful misconceptions. While 61% of leaders indicate a desire to optimize Data Governance processes, only 42% think that they are on track to meet their goals. This disparity highlights a significant challenge: The need for effective strategies has been […]

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Supercharging Value from Data in 2024

Without a doubt, initiatives such as generative AI (GenAI) and cloud migration have garnered the bulk of attention among influencers and data leaders this year, as organizations tried to determine how, and if, they made sense for their business. This trend looks like it will continue in 2024, as nearly all of Gartner’s top strategic […]

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MDM vs. CDP: Which Does Your Organization Need?

Now Is the Time for Executives to Deploy Ethical Rules Around AI

Mind the Gap: The Data Chasm

Human-AI Collaboration: How AI Can Enhance Human Capabilities and Ethical Considerations

Good Data Quality Is the Secret to Successful GenAI Implementation

Why Selecting the Appropriate Data Governance Operating Model Is Crucial

Data-Driven Defense: AI as the New Frontier in Business Security

Women in Data: Meet Christina Sandema-Sombe

Ask a Data Ethicist: How Can We Address the Ethics of Reusing Data?

The Cool Kids Corner: Equity and Privacy

How to Ensure Data Quality and Consistency in Master Data Management

World Backup Day Is So 2023 – How About World Data Resilience Day?

Debunking Cloud and Cloud Migration Myths

The Rise of Generative AI in Insurance

Ask a Data Ethicist: What Data Is OK to Use to Prompt ChatGPT?

The Cool Kids Corner: Neurodiversity in Your Team

Protecting Your Data: 5 IAM Trends to Watch

How DSPM Fits into Your Cloud Security Stack

Hybrid Architectures in Data Vault 2.0

Building Trust in the Digital Age: The Role of Data Verification

Putting a Number on Bad Data

Ask a Data Ethicist: Why Does Data Ethics Matter?

The Silver Bullet Myth: Debunking One-Size-Fits-All Solutions in Data Governance

Supercharging Value from Data in 2024

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