Dataversity

FEBRUARY 10, 2021

In this blog, we will take a look at: The impact poor Data Quality has on organizations and practical advice for how to overcome this challenge through the use of feedback loops. Poor Data Quality can cost organizations millions each year. Click to learn more about author Eva Murray.

Data Quality 246

Data Quality Data Governance Data Architecture Government 246

Dataversity

SEPTEMBER 11, 2023

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 the interplay between Data Governance and artificial intelligence (AI). Read last month’s column here.)

Data Governance 299

Data Governance Government Artificial Intelligence Data Quality 299

Dataversity

MAY 17, 2024

In today’s data-driven world, organizations face increasing pressure to manage and govern their data assets effectively. Data governance plays a crucial role in ensuring that data is managed responsibly, securely, and in accordance with regulatory requirements.

Data Governance 264

Data Governance Government Data Quality 264

Dataversity

NOVEMBER 6, 2023

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 Data Quality (DQ). Read last month’s column here.)

Data Quality 299

Data Quality Data Governance Government 299

Dataversity

NOVEMBER 8, 2021

Growing companies often find themselves floating on an “ocean” of underutilized or misused data – data that doesn’t reach the people who would most benefit from it or reaches them at the wrong time. Preventing these issues is one of the primary objectives of Data Governance.

Data Governance 246

Data Governance Government Chief Data Officer Data Quality 246

Dataversity

APRIL 18, 2022

Since the data from such processes is growing, data controls may not be strong enough to ensure the data is qualitative. That’s where Data Quality dimensions come into play. […]. The post Data Quality Dimensions Are Crucial for AI appeared first on DATAVERSITY.

Data Quality 246

Data Quality Digital Data Governance Artificial Intelligence 246

Dataversity

AUGUST 22, 2022

They have the data they need, but due to the presence of intolerable defects, they cannot use it as needed. These defects – also called Data Quality issues – must be fetched and fixed so that data can be used for successful business […].

Data Quality 246

Data Quality Data Governance Government 246

Dataversity

OCTOBER 25, 2023

In fact, it’s been more than three decades of innovation in this market, resulting in the development of thousands of data tools and a global data preparation tools market size that’s set […] The post Why Is Data Quality Still So Hard to Achieve? appeared first on DATAVERSITY.

Data Quality 262

Data Quality Innovation Data Governance Data Architecture 262

Dataversity

DECEMBER 11, 2023

As a result, data owners are highly motivated to explore technologies in 2024 that can protect data from the moment it begins its journey in the source systems. From […] The post Trends in Data Governance and Security: What to Prepare for in 2024 appeared first on DATAVERSITY.

Data Governance 278

Data Governance Government Data Warehouse Data Quality 278

Dataversity

JUNE 14, 2022

The post Data Governance at the Edge of the Cloud appeared first on DATAVERSITY. With that, I’ve long believed that for most large cloud platform providers offering managed services, such as document editing and storage, email services and calendar […].

Data Governance 246

Data Governance Government Documentation Artificial Intelligence 246

Dataversity

DECEMBER 6, 2021

In addition, the volume and variety of information and content grows exponentially by the day, making effective Data Governance a tough task for many companies. The post The Power of “Set It and Forget It” Data Governance appeared first on DATAVERSITY.

Data Governance 243

Data Governance Government Data Quality 243

Dataversity

DECEMBER 14, 2020

The post Do Fines Motivate Data Governance? .” — Lisa Randall Recently, Citi Group was fined $400 million by the Office of the Comptroller of the Currency (OCC) “… related to deficiencies in […]. Do the Math! appeared first on DATAVERSITY.

Data Governance 244

Data Governance Government Data Quality Data Management 244

Dataversity

DECEMBER 7, 2021

Robert Seiner and Anthony Algmin faced off – in a virtual sense – at the DATAVERSITY® Enterprise Data World Conference to determine which is more important: Data Governance, Data Leadership, or Data Architecture. The post Data Governance, Data Leadership or Data Architecture: What Matters Most?

Data Architecture 238

Data Architecture Data Governance Government Planning 238

Dataversity

JULY 3, 2023

What are the most common causes of Data Quality issues? The conventional answer to that question includes problems like inaccurate data, duplicate data, or data containing missing values.

Data Quality 130

Data Quality Data Governance Government 130

Dataversity

JULY 7, 2023

But the widespread harnessing of these tools will also soon create an epic flood of content based on unstructured data – representing an unprecedented […] The post Navigating the Risks of LLM AI Tools for Data Governance appeared first on DATAVERSITY.

Data Governance 246

Data Governance Government Artificial Intelligence Data Quality 246

Dataversity

FEBRUARY 13, 2023

The key to being truly data-driven is having access to accurate, complete, and reliable data. In fact, Gartner recently found that organizations believe […] The post How to Assess Data Quality Readiness for Modern Data Pipelines appeared first on DATAVERSITY.

Data Quality 245

Data Quality Data Governance Data Architecture Government 245

Dataversity

DECEMBER 3, 2021

Three big shifts came this year, namely in the realms of consumer data privacy, the use of third-party cookies vs. first-party data, and the regulations and expectations […]. The post What to Expect in 2022: Data Privacy, Data Quality, and More appeared first on DATAVERSITY.

Data Quality 246

Data Quality Digital Data Governance Government 246

Dataversity

MARCH 14, 2022

The post When It Comes to Data Quality, Businesses Get Out What They Put In appeared first on DATAVERSITY. The stakes are high, so you search the web and find the most revered chicken parmesan recipe around. At the grocery store, it is immediately clear that some ingredients are much more […].

Data Quality 246

Data Quality Data Governance Big Data Government 246

Dataversity

DECEMBER 11, 2020

Looking within the lenses of Data Management, data security, and privacy, the same holds true. The internet is awash with data that is […]. The post Why Data Privacy and Data Governance Will Be Even More Mission-Critical in 2021 appeared first on DATAVERSITY.

Data Governance 235

Data Governance Government Data Security Data Management 235

Dataversity

NOVEMBER 27, 2023

Companies have implemented a variety of corporate governance mechanisms to ensure effective decision-making and risk management. These include board […] The post The Emergence of Corporate Data Governance appeared first on DATAVERSITY.

Data Governance 182

Data Governance Government Data Quality 182

Dataversity

JANUARY 14, 2021

However, with data protection laws and positive awareness across the world, firms have extended the formalization to data collection management. The post Five Data Governance Trends for Digital-Driven Business Outcomes in 2021 appeared first on DATAVERSITY. This, in fact, is the first […].

Data Governance 204

Data Governance Government Digital Data Quality 204

Dataversity

JUNE 21, 2024

Data governance is crucial for businesses aiming to maximize the value of their data, yet several common issues can significantly hinder its effectiveness. Let’s dive straight into these challenges and outline actionable strategies for overcoming them.

Data Governance 147

Data Governance Government Data Quality 147

Dataversity

SEPTEMBER 18, 2023

The current wave of AI is creating new ways of working, and research suggests that business leaders feel optimistic about the potential for measurable productivity and customer service improvements, as well as transformations in the way that […] The post Data Governance in the Age of Generative AI appeared first on DATAVERSITY.

Data Governance 182

Data Governance Government Artificial Intelligence Data Quality 182

Dataversity

JULY 14, 2023

Data Governance is a strategic approach to managing, protecting, and using a firm’s data assets. It encompasses processes, policies, strategies, and tools that govern how a firm collects, stores, accesses, and leverages data.

Data Governance 130

Data Governance Government Data Quality 130

Dataversity

APRIL 1, 2024

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.

Master Data Management 173

Master Data Management Data Quality Data Management Artificial Intelligence 173

Timo Elliott

JANUARY 6, 2022

Like the proverbial man looking for his keys under the streetlight , when it comes to enterprise data, if you only look at where the light is already shining, you can end up missing a lot. If storage costs are escalating in a particular area, you may have found a good source of dark data. Analyze your metadata. Create a catalog.

Chief Data Officer 338

Chief Data Officer Embedded Analytics Data Governance Data Warehouse 338

Dataversity

JULY 12, 2024

At their core, LLMs are trained on large amounts of content and data, and the architecture […] The post RAG (Retrieval Augmented Generation) Architecture for Data Quality Assessment appeared first on DATAVERSITY. It is estimated that by 2025, 50% of digital work will be automated through these LLM models.

Data Quality 162

Data Quality Artificial Intelligence Digital Data Governance 162

Dataversity

DECEMBER 26, 2023

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.

Data Governance 162

Data Governance Government Data Quality Data Management 162

Dataversity

OCTOBER 9, 2024

Despite advancements in tools like ChatGPT and Google’s Gemini, fundamental issues with data governance – such as high costs, poor data quality, and security concerns – continue to hinder progress.

Data Governance 130

Data Governance Government Data Quality 130

Dataversity

MAY 20, 2024

This has prompted businesses to reevaluate their data collection operations. But to keep data private and secure businesses […] The post Data Privacy Through Robust Data Governance: Strategies and Best Practices appeared first on DATAVERSITY.

Data Governance 162

Data Governance Government Data Quality 162

Dataversity

JULY 29, 2024

Implementing a successful data governance program is essential for any organization that wants to manage its data effectively. In the pursuit of effective data management, many organizations overlook the practical realities and challenges that can significantly impact their success.

Data Governance 147

Data Governance Government Data Management Data Quality 147

Dataversity

AUGUST 1, 2024

Welcome to the latest 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). Last month, we explored the rise of the data product. This month, we’ll look at data quality vs. data fitness.

Data Quality 147

Data Quality Data Governance Government 147

Dataversity

NOVEMBER 25, 2024

The emergence of artificial intelligence (AI) brings data governance into sharp focus because grounding large language models (LLMs) with secure, trusted data is the only way to ensure accurate responses. So, what exactly is AI data governance?

Data Governance 130

Data Governance Government Artificial Intelligence Data Quality 130

Dataversity

MAY 31, 2024

Data: Data is number, characters, images, audio, video, symbols, or any digital repository on which operations can be performed by a computer. Algorithm: An algorithm […] The post 12 Key AI Patterns for Improving Data Quality (DQ) appeared first on DATAVERSITY.

Data Quality 147

Data Quality Digital Data Governance Government 147

Dataversity

AUGUST 12, 2024

We live in a data-driven culture, which means that as a business leader, you probably have more data than you know what to do with. To gain control over your data, it is essential to implement a data governance strategy that considers the business needs of every level, from basement to boardroom.

Data Governance 130

Data Governance Government Data Quality Data Security 130

Dataversity

MAY 31, 2021

Welcome to the Dear Laura blog series! As I’ve been working to challenge the status quo on Data Governance – I get a lot of questions about how it will “really” work. The post Dear Laura: Should We Hire Full-Time Data Stewards? Click to learn more about author Laura Madsen. Last year I wrote […].

Data Governance 246

Data Governance Government Master Data Management Data Warehouse 246

Dataversity

JUNE 10, 2024

There’s a fair amount of high-level advice on the internet about implementing data governance, which means the practices an organization uses to ensure its data is available, usable, complete, and secure.

Data Governance 130

Data Governance Government Data Quality Data Architecture 130