CIO Business Intelligence

SEPTEMBER 19, 2024

This enables companies to directly access key metadata (tags, governance policies, and data quality indicators) from over 100 data sources in Data Cloud, it said. Additional to that, we are also allowing the metadata inside of Alation to be read into these agents.”

Data Governance 123

Data Governance Metadata Unstructured Data Structured Data 123

erwin

JANUARY 23, 2025

Data intelligence software is continuously evolving to enable organizations to efficiently and effectively advance new data initiatives. With a variety of providers and offerings addressing data intelligence and governance needs, it can be easy to feel overwhelmed in selecting the right solution for your enterprise.

Metadata 52

Metadata Data Quality Data Governance Software 52

Andrew White

JANUARY 12, 2021

Predicts 2021: Data and Analytics Leaders Are Poised for Success but Risk an Uncertain Future : By 2023, 50% of chief digital officers in enterprises without a chief data officer (CDO) will need to become the de facto CDO to succeed. By 2024, 10% of digital commerce orders will be predicted and initiated by AI.

Analytics 144

Analytics Metadata Enterprise Data-driven 144

David Menninger's Analyst Perspectives

OCTOBER 8, 2024

As I recently noted , the term “data intelligence” has been used by multiple providers across analytics and data for several years and is becoming more widespread as software providers respond to the need to provide enterprises with a holistic view of data production and consumption.

Data Quality 130

Data Quality Data Governance Enterprise Visualization 130

AWS Big Data

DECEMBER 4, 2024

It’s the preferred choice when customers need more control and customization over the data integration process or require complex transformations. This flexibility makes Glue ETL suitable for scenarios where data must be transformed or enriched before analysis.

Data Integration 115

Data Integration Data Lake Statistics Data-driven 115

CIO Business Intelligence

SEPTEMBER 11, 2024

Here’s the kicker: Most organizations are woefully unprepared, particularly when it comes to data stewardship. If you’re not prioritizing data stewardship as part of your AI strategy, your ship is full of holes. Data stewardship makes AI your superpower In the AI era, data stewards are no longer just the data quality guardians.

Data Quality 118

Data Quality Unstructured Data Metadata Data Governance 118

AWS Big Data

JANUARY 18, 2024

Easily and securely prepare, share, and query data – This session shows how you can use Lake Formation and the AWS Glue Data Catalog to share data without copying, transform and prepare data without coding, and query data. DataZone automatically manages the permissions of your shared data in the DataZone projects.

Data Lake 119

Data Lake Metadata Data Governance Statistics 119

Ontotext

JANUARY 29, 2024

These will include developing a better understanding of AI, recognizing the role semantic metadata plays in data fabrics, and the rapid acceleration and adoption of knowledge graphs — which will be driven by large language models (LLMs) and the convergence of labeled property graphs (LPGs) and resource description frameworks (RDFs).

Strategy 52

Strategy Management Metadata Data-driven 52

AWS Big Data

DECEMBER 19, 2024

Data has become an invaluable asset for businesses, offering critical insights to drive strategic decision-making and operational optimization. This post describes how HEMA used Amazon DataZone to build their data mesh and enable streamlined data access across multiple business areas.

Data Governance 52

Data Governance Publishing Data-driven Metadata 52

IBM Big Data Hub

MAY 9, 2024

At the same time, implementing a data governance framework poses some challenges, such as data quality issues, data silos security and privacy concerns. Data quality issues Positive business decisions and outcomes rely on trustworthy, high-quality data. Instead, it uses active metadata.

Data Governance 66

Data Governance Data Quality Insurance Predictive Analytics 66

Andrew White

JANUARY 9, 2022

– We see most, if not all, of data management being augmented with ML. Much as the analytics world shifted to augmented analytics, the same is happening in data management. You can find research published on the infusion of ML in data quality, and also data catalogs, data discovery, and data integration.

Analytics 64

Analytics Measurement Data-driven Modeling 64

Ontotext

DECEMBER 17, 2024

This is a GraphDB-powered system that gathers fact-checking content (also called debunks or debunking articles) and enriches it with meaningful metadata and other information. Thanks to the connections in the graph between the source articles and the enrichments, the data is efficiently retrieved to perform further analysis.

IT 59

IT Metadata Visualization Modeling 59

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

erwin

MAY 7, 2025

And in the AI race, many companies are cutting corners on data architecture. But without a solid foundation built on data quality for AI, lineage, integrity and governance, AI models are doomed to fail before they even start. Unrealistic deadlines and competitive pressures are pushing teams to prioritize speed over structure.

Data Quality 52

Data Quality Machine Learning Data Governance Metadata 52

AWS Big Data

OCTOBER 31, 2024

In this post, we discuss how Volkswagen Autoeuropa used Amazon DataZone to build a data marketplace based on data mesh architecture to accelerate their digital transformation. Data quality issues – Because the data was processed redundantly and shared multiple times, there was no guarantee of or control over the quality of the data.

Digital Transformation 111

Digital Transformation Metadata Data Quality Manufacturing 111

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. However, lineage information and comprehensive metadata are also crucial to document and assess AI models holistically in the domain of AI governance.

Unstructured Data 52

Unstructured Data Metadata Data Quality Data Governance 52