IBM Big Data Hub

FEBRUARY 26, 2024

Download the Gartner® Market Guide for Active Metadata Management 1. With this expanded observability, incidents can be prevented in the design phase or identified in the implementation and testing phase to reduce maintenance costs and achieve higher productivity. Realize the benefits of automated data lineage today.

Cost-Benefit 95

Cost-Benefit Metadata Data Governance Reporting 95

erwin

JUNE 26, 2020

Organizations with particularly deep data stores might need a data catalog with advanced capabilities, such as automated metadata harvesting to speed up the data preparation process. Three Types of Metadata in a Data Catalog. The metadata provides information about the asset that makes it easier to locate, understand and evaluate.

Metadata 132

Metadata Cost-Benefit Measurement Data-driven 132

Cloudera

APRIL 1, 2024

Our cutting-edge Shared data experience (SDX) service provides a unified control plane for common security, governance and metadata management on all structured and unstructured data. Organizations manage an increasing variety of single purpose databases, resulting in increased cost, complexity, management overhead, and risk.

Unstructured Data 104

Unstructured Data Cost-Benefit Metadata Machine Learning 104

datapine

SEPTEMBER 29, 2022

Paired to this, it can also: Improved decision-making process: From customer relationship management, to supply chain management , to enterprise resource planning, the benefits of effective DQM can have a ripple impact on an organization’s performance. The 5 Pillars of Data Quality Management. 1 – The people. 2 – Data profiling.

Data Quality 241

Data Quality Metrics Data-driven Management 241

Rocket-Powered Data Science

FEBRUARY 15, 2023

3) How do we get started, when, who will be involved, and what are the targeted benefits, results, outcomes, and consequences (including risks)? (2) Why should your organization be doing it and why should your people commit to it? (3) In short, you must be willing and able to answer the seven WWWWWH questions (Who?

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

Ontotext

OCTOBER 11, 2023

Scalability – a significant cost reduction for
scale-ups. In addition, he also mentioned the lack of standardized measurements for understanding the impact and the potential harm AI-powered projects have and the risks they bring. A year later, our project already reaps the benefits of knowledge-graph powered marketing.

Metadata 69

Metadata Cost-Benefit Marketing Modeling 69

Alation

APRIL 6, 2023

Other forms of governance address specific sets or domains of data including information governance (for unstructured data), metadata governance (for data documentation), and domain-specific data (master, customer, product, etc.). Simply put, metadata adds context. Data catalogs and spreadsheets are related in many ways.

Data Governance 52

Data Governance Metadata Cost-Benefit Structured Data 52

IBM Big Data Hub

MARCH 14, 2024

This involves unifying and sharing a single copy of data and metadata across IBM® watsonx.data ™, IBM® Db2 ®, IBM® Db2® Warehouse and IBM® Netezza ®, using native integrations and supporting open formats, all without the need for migration or recataloging.

Cost-Benefit 79

Cost-Benefit Metadata Optimization Management 79

IBM Big Data Hub

OCTOBER 12, 2023

The tasks behind efficient, responsible AI lifecycle management The continuous application of AI and the ability to benefit from its ongoing use require the persistent management of a dynamic and intricate AI lifecycle—and doing so efficiently and responsibly. But the implementation of AI is only one piece of the puzzle.

Cost-Benefit 79

Cost-Benefit Metadata Data Governance Modeling 79

IBM Big Data Hub

APRIL 10, 2023

A well-designed data architecture should support business intelligence and analysis, automation, and AI—all of which can help organizations to quickly seize market opportunities, build customer value, drive major efficiencies, and respond to risks such as supply chain disruptions.

Strategy 90

Strategy Data Architecture Cost-Benefit Reporting 90

IBM Big Data Hub

MAY 9, 2023

For AI to be truly transformative, as many people as possible should have access to its benefits. With watsonx.data , businesses can quickly connect to data, get trusted insights and reduce data warehouse costs. In addition, IBM is making available a wide selection of open-source models through watsonx.ai. The second is access.

Data Warehouse 107

Data Warehouse Machine Learning Cost-Benefit Metadata 107

erwin

JULY 17, 2019

Part Two of the Digital Transformation Journey … In our last blog on driving digital transformation , we explored how enterprise architecture (EA) and business process (BP) modeling are pivotal factors in a viable digital transformation strategy. With automation, data quality is systemically assured.

Digital Transformation 98

Digital Transformation Strategy Metadata Data-driven 98

Ontotext

JULY 6, 2023

This shift of both a technical and an outcome mindset allows them to establish a centralized metadata hub for their data assets and effortlessly access information from diverse systems that previously had limited interaction. internal metadata, industry ontologies, etc.) The solution brings many business benefits.

Cost-Benefit 52

Cost-Benefit Metadata Experimentation Risk 52

erwin

APRIL 2, 2021

With more companies increasingly migrating their data to the cloud to ensure availability and scalability, the risks associated with data management and protection also are growing. Lack of a solid data governance foundation increases the risk of data-security incidents. Is it sensitive data or are there any risks associated with it?

Data Governance 106

Data Governance Cost-Benefit Risk Metadata 106

erwin

JANUARY 9, 2020

It is a tried-and-true practice for lowering data management costs, reducing data-related risks, and improving the quality and agility of an organization’s overall data capability. erwin DM 2020 is an essential source of metadata and a critical enabler of data governance and intelligence efforts.

Data Governance 144

Data Governance Modeling Metadata Unstructured Data 144

erwin

JANUARY 30, 2020

However, more than 50 percent say they have deployed metadata management, data analytics, and data quality solutions. erwin Named a Leader in Gartner 2019 Metadata Management Magic Quadrant. Top Five: Benefits of An Automation Framework for Data Governance. The Benefits of Data Governance Automation.

Data Governance 145

Data Governance Metadata Cost-Benefit Digital Transformation 145

Cloudera

DECEMBER 20, 2021

Judges were looking at how organizations tackled modeling & reduced business risk, prevented fraud, met regulatory compliance, established fully governed data marketplaces, and more. . The post Recognizing Organizations Leading the Way in Data Security & Governance appeared first on Cloudera Blog.

Metadata 89

Metadata Data-driven Cost-Benefit Digital Transformation 89

IBM Big Data Hub

MAY 9, 2024

Conversely, confidence in the accuracy and consistency of your data can minimize the risk of adverse health outcomes, rather than merely reacting to or causing them. Conversely, confidence in the accuracy and consistency of your data can minimize the risk of adverse health outcomes, rather than merely reacting to or causing them.

Data Governance 70

Data Governance Data Quality Insurance Predictive Analytics 70

Cloudera

MAY 6, 2021

In this article, I will be focusing on the contribution that a multi-cloud strategy has towards these value drivers, and address a question that I regularly get from clients: Is there a quantifiable benefit to a multi-cloud deployment? Infrastructure Cost Optimization. Germany (Primary Market) . North America (US East Region).

Strategy 91

Strategy Cost-Benefit Optimization Risk 91

IBM Big Data Hub

APRIL 11, 2024

In An Overview of Catastrophic AI Risks , the authors identify several mitigations that can be addressed through governance and regulation (in addition to cybersecurity). They identify international coordination and safety regulation as critical to preventing risks related to an “AI race.”

Risk 76

Risk Consulting Modeling Data Processing 76

DataKitchen

AUGUST 8, 2023

Data Observability leverages five critical technologies to create a data awareness AI engine: data profiling, active metadata analysis, machine learning, data monitoring, and data lineage. However, there are potential risks and challenges in adopting Data Observability.

Data Quality 130

Data Quality Testing Snapshot Reporting 130

erwin

AUGUST 28, 2020

What Are the Key Benefits of Data Governance? Put simply, DG is about maximizing the potential of an organization’s data and minimizing the risk. Effectively communicating the benefits of well governed data to employees – like improving the discoverability of data – is just as important as any policy or technology.

Data Governance 145

Data Governance IT Cost-Benefit Metadata 145

Cloudera

AUGUST 3, 2021

Advanced analytics empower risk reduction . Advanced analytics and enterprise data are empowering several overarching initiatives in supply chain risk reduction – improved visibility and transparency into all aspects of the supply chain balanced with data governance and security. . Digital Transformation is not without Risk.

Analytics 109

Analytics Digital Transformation Forecasting Risk 109

erwin

SEPTEMBER 17, 2020

It’s paramount that organizations understand the benefits of automating end-to-end data lineage. Here are six benefits of automating end-to-end data lineage: Reduced Errors and Operational Costs. A recent study has shown that it costs U.S. Data quality is crucial to every organization. defense budget.

Cost-Benefit 143

Cost-Benefit Data Governance Metadata Reporting 143

IBM Big Data Hub

JULY 13, 2023

As a result, leaders are better equipped to set and achieve goals that benefit their organization and drive employee and consumer confidence. Data science tasks such as machine learning also greatly benefit from good data integrity. Reduced costs and improved regulatory compliance High-quality data is easy to locate and access.

Data Quality 66

Data Quality Data Integration Metadata Cost-Benefit 66

Ontotext

FEBRUARY 26, 2024

If one can figure out how to effectively reuse rockets, just like airplanes, the cost of access to space will be reduced by as much as a factor of a hundred.” ” Elon Musk SpaceX succeeded in building reusable rockets, drastically reducing the cost of sending them into orbit or taking astronauts to the International Space Station.

Technology 52

Technology Cost-Benefit Data-driven Metadata 52

erwin

SEPTEMBER 25, 2020

Understanding the benefits of data modeling is more important than ever. Today, data modeling is a cost-effective and efficient way to manage and govern massive volumes of data, aligning data assets with the business functions they serve. What Are the Top Six Benefits of Data Modeling? Top Six Benefits of Data Modeling.

Modeling 111

Modeling Cost-Benefit Visualization Metadata 111

Alation

NOVEMBER 22, 2022

In today’s analytics-driven society, the public sector can transform this historic information to reduce operational costs and improve public service to better address the needs of a given community. This increases the costs and administrative burdens associated with using data. Data governance is the foundation for these strategies.

Data Governance 52

Data Governance Metadata Data-driven Unstructured Data 52

erwin

MAY 2, 2022

This blog outlines a solid foundation for data modeling of online transaction processing (OLTP) systems as they move to the cloud. Other types of databases will be covered in subsequent blogs. One must also capture the vast quantity of metadata around the OLTP business requirements that must be reflected. Data modeling basics.

Modeling 98

Modeling Insurance Cost-Benefit Data Warehouse 98

Alation

APRIL 19, 2021

And what are the benefits? With a good plan and a modern data catalog, you can minimize the time and cost of cloud migration. Cost Effective – The cloud is cost effective. In the long run, the one-time cost of cloud migration is quite small compared to the ongoing cost of on-premise IT infrastructure.

Cost-Benefit 111

Cost-Benefit Strategy Enterprise Data Strategy 111

erwin

OCTOBER 3, 2019

Enterprise architecture (EA) benefits modern organizations in many ways. It was often siloed from the business at large, stifling the potential benefits of the holistic view it could have provided. It was often siloed from the business at large, stifling the potential benefits of the holistic view it could have provided.

Enterprise 111

Enterprise Cost-Benefit Data-driven Risk 111

Cloudera

MARCH 22, 2023

SDX continually captures and manages both the active and passive metadata for data assets and the processes that work on them. This allows Cloudera’s customers to receive advanced warning on hundreds of different known issues and security vulnerabilities to help avoid downtime, improve reliability, and reduce risk.

Metrics 87

Metrics Data Governance Cost-Benefit Dashboards 87

erwin

JANUARY 24, 2019

With an automation framework, data professionals can meet these needs at a fraction of the cost of the traditional manual way. In data governance terms, an automation framework refers to a metadata-driven universal code generator that works hand in hand with enterprise data mapping for: Pre-ETL enterprise data mapping.

Data Governance 71

Data Governance Metadata Data-driven Cost-Benefit 71

IBM Big Data Hub

FEBRUARY 14, 2024

Deliver new insights Expert systems can be trained on a corpus—metadata used to train a machine learning model—to emulate the human decision-making process and apply this expertise to solve complex problems. Here are some of the industries that are benefiting now from the added power of AI.

Cost-Benefit 85

Cost-Benefit Insurance Unstructured Data Machine Learning 85

Alation

MARCH 22, 2022

So, how can you quickly take advantage of the DataOps opportunity while avoiding the risk and costs of DIY? This platform can be implemented in a cost-effective serverless cloud environment and put to work right away. IDF represents a low-risk way to wade in earlier and start leveraging the benefits of DataOps quickly.

Metadata 52

Metadata Cost-Benefit Data Quality Data Lake 52

Cloudera

JANUARY 5, 2023

In the past year, businesses who doubled down on digital transformation during the pandemic saw their efforts coming to fruition in the form of cost savings and more streamlined data management. The results are higher revenues, lower risks, and increased productivity for the bank.

Cost-Benefit 52

Cost-Benefit Business Objectives Machine Learning Data Architecture 52

AWS Big Data

OCTOBER 4, 2023

This blog post is co-written with Govind Mohan and Kausik Dhar from Cognizant. Migrating on-premises data warehouses to the cloud is no longer viewed as an option but a necessity for companies to save cost and take advantage of what the latest technology has to offer.

Data Warehouse 59

Data Warehouse Cost-Benefit Metadata Data Lake 59