David Menninger's Analyst Perspectives

MAY 8, 2025

It expanded its focus to address wider data integration and data management challenges, including master data management, data quality and data governance. The latter was boosted by the companys most recent acquisition , adding the data management access and privacy capabilities of Privitar in 2023.

Data Quality 130

Data Quality Data Governance Data Integration Software 130

CIO Business Intelligence

NOVEMBER 27, 2024

Good data governance has always involved dealing with errors and inconsistencies in datasets, as well as indexing and classifying that structured data by removing duplicates, correcting typos, standardizing and validating the format and type of data, and augmenting incomplete information or detecting unusual and impossible variations in the data.

Enterprise 141

Enterprise Data Quality Structured Data Modeling 141

erwin

JANUARY 23, 2025

IDC, BARC, and Gartner are just a few analyst firms producing annual or bi-annual market assessments for their research subscribers in software categories ranging from data intelligence platforms and data catalogs to data governance, data quality, metadata management and more. All rights reserved.

Metadata 52

Metadata Data Quality Data Governance Software 52

David Menninger's Analyst Perspectives

OCTOBER 8, 2024

I assert that through 2027, three-quarters of enterprises will be engaged in data intelligence initiatives to increase trust in their data by leveraging metadata to understand how, when and where data is used in their organization, and by whom. Regards, Matt Aslett

Data Quality 130

Data Quality Data Governance Enterprise Visualization 130

AWS Big Data

JANUARY 18, 2024

AWS Lake Formation and the AWS Glue Data Catalog form an integral part of a data governance solution for data lakes built on Amazon Simple Storage Service (Amazon S3) with multiple AWS analytics services integrating with them. DataZone automatically manages the permissions of your shared data in the DataZone projects.

Data Lake 119

Data Lake Metadata Data Governance Statistics 119

AWS Big Data

DECEMBER 9, 2024

For our heater example, Icebergs change log view would allow us to effortlessly retrieve a timeline of all price changes, complete with timestamps and other relevant metadata, as shown in the following table. Before running the query, replace and with specific time ranges such as 2024-10-24 17:18:00 and 2024-10-24 17:20:00.

Snapshot 64

Snapshot Data Warehouse Data Lake Data Quality 64

David Menninger's Analyst Perspectives

OCTOBER 24, 2024

Data silos are a perennial data management problem for enterprises, with almost three-quarters (73%) of participants in ISG Research’s Data Governance Benchmark Research citing disparate data sources and systems as a data governance challenge.

Management 130

Management Data-driven Data Governance Data Lake 130

IBM Big Data Hub

MAY 9, 2024

The healthcare industry faces arguably the highest stakes when it comes to data governance. For starters, healthcare organizations constantly encounter vast (and ever-increasing) amounts of highly regulated personal data. healthcare, managing the accuracy, quality and integrity of data is the focus of data governance.

Data Governance 66

Data Governance Data Quality Insurance Predictive Analytics 66

IBM Big Data Hub

SEPTEMBER 12, 2022

As these types ANPRMs continue to be released and regulation swiftly catches up to innovation, a recent Gartner survey predicts that 75% of the world’s population will have its personal data covered under modern privacy regulations by the end of 2024. Build a foundation using a common catalog and metadata.

Metadata 91

Metadata Data Governance Enterprise Data Architecture 91

CIO Business Intelligence

SEPTEMBER 11, 2024

A 2024 survey by Monte Carlo and Wakefield Research found that 100% of data leaders feel pressured to move forward with AI implementations even though two out of three doubt their data is AI-ready. Those organizations are sailing into the AI storm without a proper compass – a solid enterprise-wide data governance strategy.

Data Quality 118

Data Quality Unstructured Data Metadata Data Governance 118

AWS Big Data

JULY 29, 2024

Amazon DataZone is a powerful data management service that empowers data engineers, data scientists, product managers, analysts, and business users to seamlessly catalog, discover, analyze, and govern data across organizational boundaries, AWS accounts, data lakes, and data warehouses. Choose Next.

Data Warehouse 113

Data Warehouse Sales Metadata Publishing 113

IBM Big Data Hub

FEBRUARY 26, 2024

The financial services industry has been in the process of modernizing its data governance for more than a decade. But as we inch closer to global economic downturn, the need for top-notch governance has become increasingly urgent. Download the Gartner® Market Guide for Active Metadata Management 1.

Cost-Benefit 90

Cost-Benefit Metadata Data Governance Reporting 90

Alation

MARCH 1, 2023

billion and will grow to reach nearly $19 billion in 2024. How are blockchain organizations tackling data management? To learn the answer, we sat down with Karla Kirton , Data Architect at Blockdaemon, a blockchain company, to discuss data strategy , decentralization, and how implementing Alation has supported them.

Data Strategy 52

Data Strategy Strategy Metadata Interactive 52

IBM Big Data Hub

APRIL 11, 2024

For example, New York City published its own AI Action plan in October 2023, and formalized its AI principles in March 2024. These forms only survey AI model owners or procurers about the purpose of the AI model, its training data and approach, accountable parties and concerns for disparate impact.

Risk 74

Risk Consulting Data Processing Publishing 74

Andrew White

JANUARY 9, 2022

Could you precise to which complementary research you mentioned when you talked about a data governance survey ? – Here is the one I mentioned during the webinar: The State of Data and Analytics Governance Is Worse Than You Think. – Data (and analytics) governance remains a challenge.

Analytics 64

Analytics Measurement Data-driven Modeling 64

CIO Business Intelligence

FEBRUARY 14, 2024

Generative AI continues to dominate IT projects for many organizations, with two thirds of business leaders telling a Harris Poll they’ve already deployed generative AI tools internally, and IDC predicting spend on gen AI will more than double in 2024. But the usual laundry list of priorities for IT hasn’t gone away.

IT 143

IT Metadata Data-driven Management 143

Cloudera

JUNE 7, 2023

To provide guidance to federal agencies, and in many ways lead the way for the private sector, the Cybersecurity and Infrastructure Security Agency (CISA) issued the initial Zero Trust Maturity Model (ZTMM) in 2021 with the intent to give agencies a conceptual roadmap to onboard to a shared zero-trust maturity model by 2024.

Metadata 83

Metadata Data Lake Optimization Modeling 83

David Menninger's Analyst Perspectives

JANUARY 29, 2025

Metadata management has played a role in data governance and analytics for many years. It wasnt until the emergence of the data catalog as a product category just over a decade ago that enterprises had a platform for metadata-driven data management that could span multiple departments and use cases across an entire enterprise.

Metadata 147

Metadata Data Governance Data Quality Scorecard 147

AWS Big Data

OCTOBER 31, 2024

The data mesh, built on Amazon DataZone , simplified data access, improved data quality, and established governance at scale to power analytics, reporting, AI, and machine learning (ML) use cases. After the right data for the use case was found, the IT team provided access to the data through manual configuration.

Digital Transformation 111

Digital Transformation Metadata Data Quality Manufacturing 111

CIO Business Intelligence

DECEMBER 2, 2024

Policymakers interested in leveraging data sovereignty requirements to advance economic and investment goals certainly continue to care. What has changed are the critical design factors in the interconnected world of cloud computing: the physical location of the data, metadata, and the governance surrounding it.

Metadata 94

Metadata Data Processing Publishing Data-driven 94

BI-Survey

FEBRUARY 27, 2025

However, a closer look reveals that these systems are far more than simple repositories: Data catalogs are at the forefront of bringing AI into your business for at least two reasons. Second, AI governance has become a priority just recently, driven by the sudden ubiquitous surge in (Generative) AI use cases on the one hand.

Unstructured Data 52

Unstructured Data Metadata Data Quality Data Governance 52

erwin

MAY 7, 2025

Youll see why data quality and governance are no longer just compliance concerns theyre crucial building blocks for AI success. Real-world consequences of ignoring governance and data quality for AI OpenAIs GPT-5 development delays In 2024, OpenAI attempted to push the boundaries of generative AI with its GPT-5 project.

Data Quality 52

Data Quality Machine Learning Data Governance Metadata 52