Ontotext

FEBRUARY 12, 2024

Part one of this three-part series discussed the concept of data mesh and explored what it is and why an organization should care. Here, part two provides best practices for data mesh, including practical guidance, challenges, and limitations. Enterprises should identify and adopt specific data mesh elements to achieve velocity.

Data Quality 69

Data Quality Data-driven Data Lake Data Governance 69

IBM Big Data Hub

MARCH 29, 2024

It may be the solution that finally breaks through dysfunctional silos of business units, applications, data and people, and moves beyond the constraints that have cost companies dearly. Challenge 1: Orchestrate relevant data The journey to generative AI begins with data management. And it’s not just a technology change.

Management 91

Management Structured Data Modeling Data Governance 91

IBM Big Data Hub

JANUARY 25, 2024

Adopting responsible AI requires a multi-stakeholder strategy as affirmed by top international resources including NIST, OECD , the Responsible Artificial Intelligence Institute , the Data and Trust Alliance and IEEE. Enable governance that accounts for both the technologies adopted and the enterprise AI is not a monolith.

Strategy 105

Strategy Risk Cost-Benefit Business Objectives 105

Cloudera

APRIL 19, 2022

Data holds incredible untapped potential for Australian organisations across industries, regardless of individual business goals, and all organisations are at different points in their data transformation journey with some achieving success faster than others. . More importantly, effective data strategies don’t stand still.

Data-driven 87

Data-driven Data Strategy Strategy Big Data 87

Cloudera

SEPTEMBER 19, 2023

Adding another position may not be terribly appealing, but there is one C-suite role every company should consider—chief data and analytics officer (CDO or CDAO). The CDO is an essential role in a data-driven organization. Without a data champion, the C-suite can overlook and even ignore data.

IT 74

IT Data Strategy ROI Data-driven 74

IBM Big Data Hub

DECEMBER 12, 2023

Besides environmental responsibility, emissions management boosts the bottom line through operational efficiency, regulatory compliance, safer working environments and an enhanced corporate image. This approach fosters greater accountability, driving a culture of responsibility and transparency within the company. billion in 2028.

Management 77

Management Cost-Benefit Optimization Strategy 77

erwin

FEBRUARY 28, 2024

At Sparkle, we’re a holistic data partner helping organizations increase their data maturity in a strategic yet pragmatic way. One of the key ingredients to ensure data is really embedded in an organization, and one of the key enablers to increase the strategic impact of data, is the setup of a successful data governance program.

Metadata 52

Metadata Data Governance Data Quality Technology 52

DataKitchen

OCTOBER 5, 2021

A DataOps Engineer owns the assembly line that’s used to build a data and analytic product. We find it helpful to think of data operations as a factory. We find it helpful to think of data operations as a factory. Most organizations run the data factory using manual labor. Figure 1: Ford assembly line, 1913.

Testing 157

Testing Dashboards Measurement Experimentation 157

Alation

FEBRUARY 3, 2022

The goal of DataOps is to create predictable delivery and change management of data and all data-related artifacts. DataOps practices help organizations overcome challenges caused by fragmented teams and processes and delays in delivering data in consumable forms. So how does data governance relate to DataOps?

Data Governance 98

Data Governance Measurement Metadata Testing 98

IBM Big Data Hub

FEBRUARY 9, 2023

In our last blog , we delved into the seven most prevalent data challenges that can be addressed with effective data governance. Today we will share our approach to developing a data governance program to drive data transformation and fuel a data-driven culture.

Data Governance 83

Data Governance Business Objectives Strategy Data Quality 83

Alation

JUNE 14, 2021

The Role of Catalog in Data Security. Recently, I dug in with CIOs on the topic of data security. What came as no surprise was the importance CIOs place on taking a broader approach to data protection. What did come as a surprise was the central role of the data catalog for CIOs in data protection. What do we know?

Data Governance 97

Data Governance Recreation/Entertainment Data Lake Digital Transformation 97

Alation

JANUARY 24, 2023

Most organisations are seeking to be data-driven because they believe in the value of data to inform key decisions at all levels, making data management absolutely critical. Business leaders already know about the importance of building a data culture in their organisation, and many have long since embarked on that journey.

Metadata 52

Metadata Data-driven Data Governance Metrics 52

Alation

FEBRUARY 12, 2021

Data culture is top of mind for nearly every data leader. According to a recent Gartner survey , data culture was the #1 priority for chief data officers (CDOs). McKinsey, the management consulting firm known for its deep knowledge of the C-suite, is writing about data culture and why it matters.

Data-driven 59

Data-driven Data Governance Software Statistics 59

erwin

JUNE 22, 2020

It describes an unfortunate reality for many data stewards, who spend 80 percent of their time finding, cleaning and reorganizing huge amounts of data, and only 20 percent of their time on actual data analysis. Earlier this year, erwin released its 2020 State of Data Governance and Automation (DGA) report.

Metadata 105

Metadata Data Governance Digital Transformation Measurement 105

Alation

MARCH 31, 2023

I’m talking about not just Walt Disney World, but also this year’s Gartner Data & Analytics Summit , which took place last month in Orlando at the landmark resort. Alation was proud to have been among the thought leaders at the annual gathering of data experts from around the world. And when the answer is “Yes!”)

Data Analytics 52

Data Analytics Analytics Metadata Data Governance 52

IBM Big Data Hub

APRIL 6, 2023

This new regulation applies to any “automated employment tool;” so, any computational process derived from machine learning, statistical modeling, data analytics, or artificial intelligence, including homegrown and third-party programs. Washington, D.C. and other states are also proposing algorithmic HR regulations.

Cost-Benefit 57

Cost-Benefit Risk Statistics Machine Learning 57

Alation

MAY 11, 2023

In this blog, I’ll detail how we’ve grown in EMEA specifically, sharing exciting updates and plans for the future. Stay tuned for more information on what’s sure to be another educational, memorable, and enlightening gathering of the data community. But I’d be remiss not to mention the value of an incredible culture.

B2B 52

B2B Finance Data Governance Marketing 52

Alation

FEBRUARY 10, 2021

The way enterprises implement data governance is changing. In the past, data governance either emphasized exercising tight control over data or fitting people into rigid roles and processes. With both approaches, data governance is a hurdle to productive data & analytics rather than an enabler.

Data Governance 52

Data Governance Data-driven Enterprise Risk 52

Alation

JULY 15, 2021

Many data catalog initiatives fail. According to the latest report from Eckerson Group, Deep Dive on Data Catalogs , shoppers must match the goals of their organizations to the capabilities of their chosen catalog. A data catalog’s approach is key. Finding a trustworthy asset in a sea of data can take analysts months.

Reporting 98

Reporting Data Governance Recreation/Entertainment Metadata 98

Alation

JUNE 22, 2021

Of the three pillars of data culture, data literacy is the most challenging to achieve, since it requires broad up-skilling across the organization and, sometimes, fighting human nature itself. This post, the third in a four-part series on data culture, focuses on data literacy. What is Data Literacy?

Data Governance 64

Data Governance Data-driven Metadata Visualization 64

Cloudera

MAY 18, 2022

By leveraging data, analytics, and automation, a company can gain a better understanding of where it is and where it needs to go. Mind the culture. When embarking on a transformational journey for the company, you must consider how that decision will affect the culture. Will the data have other uses?

Cost-Benefit 91

Cost-Benefit Strategy Manufacturing Optimization 91

IBM Big Data Hub

JUNE 30, 2022

The rise of data strategy. There’s a renewed interest in reflecting on what can and should be done with data, how to accomplish those goals and how to check for data strategy alignment with business objectives. Luckily, today’s data management approaches aren’t limited by traditional constraints like location or data patterns.

Data Strategy 57

Data Strategy Strategy Business Objectives Data-driven 57

IBM Big Data Hub

MARCH 25, 2024

This blog and the IBM Institute for Business Value study The Revolutionary Content Supply Chain aim to answer these questions to help executives and their employees to better understand the changing landscape in content creation and embrace the power of generative AI models when it comes to optimizing their content supply chains.

Uncertainty 106

Uncertainty Cost-Benefit Risk Measurement 106

Alation

AUGUST 24, 2022

If you’re a newly minted chief data officer (CDO), congratulations! Your organization recognizes there’s value to be mined from your data — even if they don’t know how or even where to start mining — and they’ve anointed you as the tip of the spear (or the pickaxe, depending on your approach). Doing Data Diplomacy.

Data Governance 52

Data Governance Data Processing Machine Learning Management 52

DataKitchen

JUNE 7, 2021

It’s important to remember that DataOps is a culture and methodology, implemented using automated augmentation of your existing tools. This is a common question that we hear from our conversations with data scientists, engineers and analysts. Yet, many are surprisingly unanalytical about the activities relating to their own work.

Testing 130

Testing IT Measurement Data-driven 130

Alation

OCTOBER 26, 2021

Today’s best-performing organizations embrace data for strategic decision-making. Because of the criticality of the data they deal with, we think that finance teams should lead the enterprise adoption of data and analytics solutions. This is because accurate data is “table stakes” for finance teams.

Finance 52

Finance Data Transformation Enterprise Metrics 52

Cloudera

SEPTEMBER 17, 2020

Announcing the finalists of the Data Impact Awards is always a highlight in our annual Cloudera calendar, and this year is no different. The 2020 entrants have shown incredible data-driven innovation, problem-solving ability and have proven real-world impact. . Data Champions . Data for Enterprise AI. Data for Good.

B2B 92

B2B Enterprise Data-driven Data Science 92

DataRobot

NOVEMBER 22, 2021

This is a three part blog series in partnership with Amazon Web Services describing the essential components to build, govern, and trust AI systems: People, Process and Technology. Then a data scientist might gather data and work with business analysts to understand the context.

Risk 52

Risk Machine Learning Modeling Technology 52

IBM Big Data Hub

MAY 25, 2023

It stands alongside IBM Consulting’s existing global AI and Automation practice, which includes 21,000 data and AI consultants who have conducted over 40,000 enterprise client engagements. At the same time, there are reasonable concerns about how to mitigate bias, manage data security, and factor in precision and risk.

Consulting 108

Consulting Experimentation Machine Learning Modeling 108

DataKitchen

OCTOBER 2, 2023

Data Teams and Their Types of Data Journeys In the rapidly evolving landscape of data management and analytics, data teams face various challenges ranging from data ingestion to end-to-end observability. It explores why DataKitchen’s ‘Data Journeys’ capability can solve these challenges.

Data Quality 100

Data Quality Testing Uncertainty Data Enablement 100

datapine

JANUARY 24, 2021

In our cutthroat digital age, the importance of setting the right data analysis questions can define the overall success of a business. That being said, it seems like we’re in the midst of a data analysis crisis. Your Chance: Want to perform advanced data analysis with a few clicks? Data Is Only As Good As The Questions You Ask.

IT 317

IT Statistics KPI Data-driven 317

Ontotext

NOVEMBER 16, 2023

Data mesh is still in its infancy, and data personas and organizations are craving clarity and specificity. It is critical to be aware of the “why” and “what” and fully understand the role that knowledge graphs play when considering adopting a data mesh strategy. The debate on what constitutes a data mesh rages on.

Metadata 52

Metadata Data-driven Data Quality Data Architecture 52

Alation

MAY 10, 2022

After the pandemic sparked months of chaos and closures, and a complete change in our lives, the world collectively shifted to a work-from-home model that has become the norm for most of us. That brought about its own set of challenges, particularly in how people work and how companies support, engage, and nurture those people.

Marketing 52

Marketing Digital Transformation Data Processing Business Intelligence 52

Alation

FEBRUARY 13, 2020

In a recent blog, titled Collaboration and Crowdsourcing with Data Cataloging , I discussed the importance of participation by all data stakeholders as a key to getting maximum value from your data catalog. Figure 1 – Data Catalog Implementation. See figure 1.) See figure 2.)

Metadata 52

Metadata Data Governance Cost-Benefit Visualization 52

Alation

JULY 22, 2021

Our platform combines data insights with human intelligence in pursuit of this mission. Susannah Barnes, an Alation customer and senior data governance specialist at American Family Insurance, introduced our team to faculty at the School of Information Studies of the University of Wisconsin, Milwaukee (UWM-SOIS), her alma mater.

Informatics 98

Informatics Big Data Insurance Metadata 98

Alation

JULY 26, 2021

How do you initiate change within a system containing many thousands of people and millions of bytes of data? During my time as a data specialist at American Family Insurance, it became clear that we had to move away from the way things had been done in the past. So you can probably imagine: The company manages a lot of data.

Insurance 98

Insurance Digital Transformation Enterprise Data Governance 98

IBM Big Data Hub

SEPTEMBER 27, 2022

To scale use of AI in a responsible manner requires AI governance, the process of defining policies and establishing accountability throughout the AI lifecycle. Data and insights belong to their creator. IBM clients’ data is their data, and their insights are their insights. Does it safeguard data?

Consulting 52

Consulting Machine Learning Modeling Strategy 52