Data Architecture, Data Integration and Digital Transformation

What is data architecture? A framework to manage data

CIO Business Intelligence

DECEMBER 20, 2024

Data architecture definition Data architecture describes the structure of an organizations logical and physical data assets, and data management resources, according to The Open Group Architecture Framework (TOGAF). An organizations data architecture is the purview of data architects.

Data Architecture

Data Architecture Management Consulting Internet of Things

Data’s dark secret: Why poor quality cripples AI and growth

CIO Business Intelligence

APRIL 8, 2025

We also examine how centralized, hybrid and decentralized data architectures support scalable, trustworthy ecosystems. As data-centric AI, automated metadata management and privacy-aware data sharing mature, the opportunity to embed data quality into the enterprises core has never been more significant.

Data Quality

Data Quality Data-driven Key Performance Indicator Metadata

The next generation of Amazon SageMaker: The center for all your data, analytics, and AI

AWS Big Data

DECEMBER 4, 2024

With improved access and collaboration, you’ll be able to create and securely share analytics and AI artifacts and bring data and AI products to market faster. You’ll get a single unified view of all your data for your data and AI workers, regardless of where the data sits, breaking down your data siloes.

Data Analytics

Data Analytics Analytics Data Lake Data Quality

Webinars

Data Talks, CFOs Listen: Why Analytics Are Key To Better Spend Management

Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration

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How EUROGATE established a data mesh architecture using Amazon DataZone

AWS Big Data

JANUARY 15, 2025

Need for a data mesh architecture Because entities in the EUROGATE group generate vast amounts of data from various sourcesacross departments, locations, and technologiesthe traditional centralized data architecture struggles to keep up with the demands for real-time insights, agility, and scalability.

IoT

IoT Machine Learning Metadata Data-driven

Are Data Silos Undermining Digital Transformation?

BI-Survey

NOVEMBER 23, 2021

Thus, alternative data architecture concepts have emerged, such as the data lake and the data lakehouse. Which data architecture is right for the data-driven enterprise remains a subject of ongoing debate. Data silos prevent digital transformation. Data Black Holes.

Digital Transformation

Digital Transformation Data Warehouse Data Lake Data-driven

Modern Data Architecture: Data Warehousing, Data Lakes, and Data Mesh Explained

Data Virtualization

OCTOBER 5, 2022

Reading Time: 3 minutes At the heart of every organization lies a data architecture, determining how data is accessed, organized, and used. For this reason, organizations must periodically revisit their data architectures, to ensure that they are aligned with current business goals.

Data Lake

Data Lake Data Architecture Data Integration Management

Data democratization: How data architecture can drive business decisions and AI initiatives

IBM Big Data Hub

AUGUST 4, 2023

Data democratization, much like the term digital transformation five years ago, has become a popular buzzword throughout organizations, from IT departments to the C-suite. It’s often described as a way to simply increase data access, but the transition is about far more than that.

Data Architecture

Data Architecture Data Lake Machine Learning Data Governance

Breaking down data silos for digital success

CIO Business Intelligence

NOVEMBER 7, 2023

For years, IT and business leaders have been talking about breaking down the data silos that exist within their organizations. Given the importance of sharing information among diverse disciplines in the era of digital transformation, this concept is arguably as important as ever.

Data Warehouse

Data Warehouse Digital Transformation Data-driven Reporting

Building a Truly Smart Nation — Why Data Interoperability Is the Next Digital Breakthrough

Data Virtualization

MAY 23, 2025

The post Building a Truly Smart Nation Why Data Interoperability Is the Next Digital Breakthrough appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information. But the real challenge often lies.

Data Integration

Data Integration Management Digital Transformation Data Architecture

CDOs: Your AI is smart, but your ESG is dumb. Here’s how to fix it

CIO Business Intelligence

MARCH 19, 2025

However, embedding ESG into an enterprise data strategy doesnt have to start as a C-suite directive. Developers, data architects and data engineers can initiate change at the grassroots level from integrating sustainability metrics into data models to ensuring ESG data integrity and fostering collaboration with sustainability teams.

IT

IT Data Governance Data-driven Metrics

SAP Datasphere review: turning data from a technical problem to a business data product.

Jen Stirrup

MARCH 29, 2023

However, to turn data into a business problem, organizations need support to move away from technical issues to start getting value as quickly as possible. SAP Datasphere simplifies data integration, cataloging, semantic modeling, warehousing, federation, and virtualization through a unified interface. Why is this interesting?

Data Warehouse

Data Warehouse Metadata Data Integration Business Intelligence

How Metadata Makes Data Meaningful

erwin

DECEMBER 12, 2019

Regulatory Compliance: Regulations such as GDPR, HIPAA, PII, BCBS and CCPA have data privacy and security mandates, so sensitive data needs to be tagged, its lineage documented, and its flows depicted for traceability.

Metadata

Metadata Data Governance Digital Transformation Data Quality

KGF 2023: Bikes To The Moon, Datastrophies, Abstract Art And A Knowledge Graph Forum To Embrace Them All

Ontotext

DECEMBER 1, 2023

So, KGF 2023 proved to be a breath of fresh air for anyone interested in topics like data mesh and data fabric , knowledge graphs, text analysis , large language model (LLM) integrations, retrieval augmented generation (RAG), chatbots, semantic data integration , and ontology building.

Metadata

Metadata Sales Machine Learning Consulting

Four starting points to transform your organization into a data-driven enterprise

IBM Big Data Hub

JANUARY 17, 2023

This capability will provide data users with visibility into origin, transformations, and destination of data as it is used to build products. The result is more useful data for decision-making, less hassle and better compliance. Data integration. Start a trial.

Data-driven

Data-driven Enterprise Data Governance Data Science

How Metadata Makes Data Meaningful

erwin

DECEMBER 12, 2019

Regulatory Compliance: Regulations such as GDPR, HIPAA, PII, BCBS and CCPA have data privacy and security mandates, so sensitive data needs to be tagged, its lineage documented, and its flows depicted for traceability.

Metadata

Metadata Data Governance Digital Transformation Data Quality

How The Cloud Made ‘Data-Driven Culture’ Possible | Part 2: Cloud Adoption

BizAcuity

MAY 24, 2022

We had a look at the way in which cloud computing transformed itself through some astonishing innovations in the past decade. Cloud is now the backbone of digital transformation. AWS, one whose empire rules the cloud markets has an excellent cloud framework that covers the A-Z of digital transformation along with case studies.

Data-driven

Data-driven Cost-Benefit Digital Transformation Strategy

Data Governance and Security: The Champions of IT Transformation in the Public Sector

Data Virtualization

JUNE 9, 2022

The post Data Governance and Security: The Champions of IT Transformation in the Public Sector appeared first on Data Virtualization blog - Data Integration and Modern Data Management Articles, Analysis and Information. Listen to “The Role of.

Data Governance

Data Governance IT Sales Data Integration

Strategically Approaching Graph Technologies

Ontotext

FEBRUARY 26, 2024

This happenstance approach may eventually get organizations to a reasonable data maturity level but at massive costs. Until C-level executives start to take graph technologies more seriously, they will struggle to deliver on the promises of their digital transformations and become data-driven.

Technology

Technology Cost-Benefit Data-driven Metadata

What Stands Between IT and Business Success? Data Complexity

CIO Business Intelligence

JUNE 16, 2022

Often, enterprise data ecosystems are built with a mindset that’s too narrow. Many organizations house their data in a variety of “fiefdoms” or silos. This might have worked for one team or one project or one application, but the end result of this effort was to lock data in a variety of silos across the organization.

IT

IT Experimentation IoT Data-driven

CIO 100 Award winners drive business results with IT

CIO Business Intelligence

AUGUST 7, 2024

“We recognized AI’s potential to revolutionize the digital landscape and understood that the conventional SOC model needed to evolve.” The company started its New Analytics Era initiative by migrating its data from outdated SQL servers to a modern AWS data lake.

IT

IT Insurance Cost-Benefit Testing

AI Can’t Save Lives If Healthcare Data Stays Broken

Data Virtualization

APRIL 3, 2025

Reading Time: 4 minutes The healthcare provider industry is undergoing a massive digital transformation. The post AI Cant Save Lives If Healthcare Data Stays Broken appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Digital Transformation

Digital Transformation Data Integration Management Insurance

Trade routes of the digital age: How data gravity shapes cloud strategy

CIO Business Intelligence

APRIL 15, 2025

In the digital world, data integrity faces similar threats, from unauthorized access to manipulation and corruption, requiring strict governance and validation mechanisms to ensure reliability and trust. Moreover, the very nature of supply and demand forced manufacturers to rethink how they produced and delivered goods.

Strategy

Strategy Data-driven Manufacturing Risk

Data Leaders Brief

What is data architecture? A framework to manage data

Data’s dark secret: Why poor quality cripples AI and growth

Webinars

Trending Sources

The next generation of Amazon SageMaker: The center for all your data, analytics, and AI

Webinars

How EUROGATE established a data mesh architecture using Amazon DataZone

Are Data Silos Undermining Digital Transformation?

Modern Data Architecture: Data Warehousing, Data Lakes, and Data Mesh Explained

Data democratization: How data architecture can drive business decisions and AI initiatives

Breaking down data silos for digital success

Building a Truly Smart Nation — Why Data Interoperability Is the Next Digital Breakthrough

CDOs: Your AI is smart, but your ESG is dumb. Here’s how to fix it

SAP Datasphere review: turning data from a technical problem to a business data product.

How Metadata Makes Data Meaningful

KGF 2023: Bikes To The Moon, Datastrophies, Abstract Art And A Knowledge Graph Forum To Embrace Them All

Four starting points to transform your organization into a data-driven enterprise

How Metadata Makes Data Meaningful

How The Cloud Made ‘Data-Driven Culture’ Possible | Part 2: Cloud Adoption

Data Governance and Security: The Champions of IT Transformation in the Public Sector

Strategically Approaching Graph Technologies

What Stands Between IT and Business Success? Data Complexity

CIO 100 Award winners drive business results with IT

AI Can’t Save Lives If Healthcare Data Stays Broken

Trade routes of the digital age: How data gravity shapes cloud strategy

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