CIO Business Intelligence

NOVEMBER 19, 2024

Some challenges include data infrastructure that allows scaling and optimizing for AI; data management to inform AI workflows where data lives and how it can be used; and associated data services that help data scientists protect AI workflows and keep their models clean.

Management 116

Management Unstructured Data Deep Learning Metadata 116

David Menninger's Analyst Perspectives

JUNE 12, 2019

Under that focus, Informatica's conference emphasized capabilities across six areas (all strong areas for Informatica): data integration, data management, data quality & governance, Master Data Management (MDM), data cataloging, and data security.

Management 270

Management Data Quality Data Integration Data Lake 270

AWS Big Data

FEBRUARY 26, 2025

Amazon Web Services (AWS) has been recognized as a Leader in the 2024 Gartner Magic Quadrant for Data Integration Tools. This recognition, we feel, reflects our ongoing commitment to innovation and excellence in data integration, demonstrating our continued progress in providing comprehensive data management solutions.

Data Integration 98

Data Integration Data Lake Data Warehouse Unstructured Data 98

CIO Business Intelligence

OCTOBER 20, 2023

Organizations need effective data integration and to embrace a hybrid IT environment that allows them to quickly access and leverage all their data—whether stored on mainframes or in the cloud. How does a company approach data integration and management when in the throes of an M&A?

Data Integration 130

Data Integration Management Testing Cost-Benefit 130

O'Reilly on Data

NOVEMBER 13, 2018

At the recent Strata Data conference we had a series of talks on relevant cultural, organizational, and engineering topics. Here's a list of a few clusters of relevant sessions from the recent conference: Data Integration and Data Pipelines. Data Platforms. Model lifecycle management.

Machine Learning 270

Machine Learning Risk Management Statistics 270

AWS Big Data

APRIL 30, 2024

Today, we’re excited to announce general availability of Amazon Q data integration in AWS Glue. Amazon Q data integration, a new generative AI-powered capability of Amazon Q Developer , enables you to build data integration pipelines using natural language.

Data Integration 128

Data Integration Data Lake Data Warehouse Software 128

Analytics Vidhya

JUNE 13, 2024

However, working with LLMs can be challenging, requiring developers to navigate complex prompting, data integration, and memory management tasks.

Data Integration 381

Data Integration Modeling Management Analytics 381

CIO Business Intelligence

MARCH 19, 2025

Many companies today are struggling to manage their data, overwhelmed by data volumes, velocity, and variety. On top of that, they are storing data in IT environments that are increasingly complex, including in the cloud and on mainframes, sometimes simultaneously, all while needing to ensure proper security and compliance.

Data Integration 52

Data Integration Data Quality Visualization Risk 52

CIO Business Intelligence

MAY 8, 2024

In the age of big data, where information is generated at an unprecedented rate, the ability to integrate and manage diverse data sources has become a critical business imperative. Traditional data integration methods are often cumbersome, time-consuming, and unable to keep up with the rapidly evolving data landscape.

Data Integration 102

Data Integration IoT Cost-Benefit Machine Learning 102

Analytics Vidhya

JUNE 24, 2024

Introduction Keys are an important part of database management systems (DBMS) like SQL. They help in ensuring data integrity and establishing relationships between tables. It links various data points across tables to ensure smooth database operations.

Data Integration 318

Data Integration Management Analytics IT 318

Analytics Vidhya

JUNE 18, 2024

Introduction With a focus on data integrity and effective retrieval, this article offers a thorough description of primary keys in a database management system (DBMS). It covers types of primary keys, their creation and implementation, and practical applications.

Data Integration 305

Data Integration Management Analytics IT 305

Corinium

APRIL 7, 2021

This brief explains how data virtualization, an advanced data integration and data management approach, enables unprecedented control over security and governance. In addition, data virtualization enables companies to access data in real time while optimizing costs and ROI.

Unstructured Data 195

Unstructured Data Management ROI Big Data 195

Smart Data Collective

SEPTEMBER 4, 2023

It’s a system that utilizes technology to convert, store, manage, and track documents without human intervention. Its core benefits include increased productivity, cost savings, and the ability to handle large volumes of data seamlessly. You wouldn’t want to make a business decision on flawed data, would you?

Data Integration 122

Data Integration Cost-Benefit Consulting Software 122

Analytics Vidhya

JUNE 20, 2024

Introduction A significant component of a Database Management System (DBMS) that is essential to database administration and design is the super key. Comprehending super keys facilitates the maintenance of data integrity and record uniqueness in relational databases.

Data Integration 305

Data Integration Management Analytics IT 305

Data Virtualization

OCTOBER 11, 2024

Reading Time: 3 minutes Data integration is an important part of Denodo’s broader logical data management capabilities, which include data governance, a universal semantic layer, and a full-featured, business-friendly data catalog that not only lists all available data but also enables immediate access directly.

Data Integration 59

Data Integration Data Governance Management Data Architecture 59

Analytics Vidhya

JULY 8, 2024

Introduction Managing data transactions is an important skill to have while working with databases. It offers an array of built-in commands that can handle transactions, ensuring data integrity and consistency. Tools like Structured Query Language (SQL) help you do this efficiently.

Data Integration 303

Data Integration Management Analytics IT 303

Analytics Vidhya

JULY 1, 2024

Introduction Keys play a crucial role in Database Management Systems (DBMS) like SQL. They ensure data integrity and efficient data retrieval in databases. Among the various types of keys, composite keys are particularly significant in complex database designs.

Data Integration 303

Data Integration Management Analytics 303

AWS Big Data

SEPTEMBER 4, 2024

Effective data analytics relies on seamlessly integrating data from disparate systems through identifying, gathering, cleansing, and combining relevant data into a unified format. Create an AWS Identity and Access Management (IAM) role for the AWS Glue ETL job to use.

Data Integration 107

Data Integration Data Lake Data-driven Cost-Benefit 107

CIO Business Intelligence

OCTOBER 19, 2023

The growing volume of data is a concern, as 20% of enterprises surveyed by IDG are drawing from 1000 or more sources to feed their analytics systems. Data integration needs an overhaul, which can only be achieved by considering the following gaps. Heterogeneous sources produce data sets of different formats and structures.

Data Integration 126

Data Integration Unstructured Data Data-driven Data Warehouse 126

Jet Global

DECEMBER 5, 2024

New drivers simplify Workday data integration for enhanced analytics and reporting RALEIGH, N.C. – The Simba Workday drivers provide secure access to Workday data for analytics, ETL (extract, transform, load) processes, and custom application development using both ODBC and JDBC technologies.

Data Integration 52

Data Integration Finance Data-driven Reporting 52

CIO Business Intelligence

OCTOBER 9, 2024

How will organizations wield AI to seize greater opportunities, engage employees, and drive secure access without compromising data integrity and compliance? While it may sound simplistic, the first step towards managing high-quality data and right-sizing AI is defining the GenAI use cases for your business.

Strategy 143

Strategy Modeling Management Data Lake 143

David Menninger's Analyst Perspectives

OCTOBER 24, 2024

Data fabric refers to technology products that can be used to integrate, manage and govern data across distributed environments, supporting the cultural and organizational data ownership and access goals of data mesh. Both data fabric and data mesh are driving interest in logical data management and Denodo.

Management 130

Management Data-driven Data Governance Data Lake 130

CIO Business Intelligence

MARCH 20, 2025

The products that Klein particularly emphasized at this roundtable were SAP Business Data Cloud and Joule. Business Data Cloud, released in February , is designed to integrate and manage SAP data and external data not stored in SAP to enhance AI and advanced analytics.

Data Integration 108

Data Integration Finance Software Technology 108

Data Virtualization

OCTOBER 31, 2024

Reading Time: 2 minutes When making decisions that are critical to national security, governments rely on data, and those that leverage the cutting edge technology of generative AI foundation models will have a distinct advantage over their adversaries. Pros and Cons of generative AI.

Management 52

Management Modeling Data Integration Technology 52

CIO Business Intelligence

JUNE 9, 2022

A data management platform (DMP) is a group of tools designed to help organizations collect and manage data from a wide array of sources and to create reports that help explain what is happening in those data streams. Deploying a DMP can be a great way for companies to navigate a business world dominated by data.

Management 144

Management Advertising Data Lake Sales 144

David Menninger's Analyst Perspectives

OCTOBER 30, 2024

The application suite includes procurement, inventory management, warehouse management, order management and transportation management. They involve the intricate choreography of often complex activities that require the accurate communication and transmission of bucketloads of data.

Management 130

Management IT Sales Manufacturing 130

CIO Business Intelligence

APRIL 25, 2024

It’s a much more seamless process for customers than having to purchase a third-party reverse ETL tool or manage some sort of pipeline back into Salesforce.” For instance, a Data Cloud-triggered flow could update an account manager in Slack when shipments in an external data lake are marked as delayed.

Data Integration 119

Data Integration Data Lake Data Warehouse Metadata 119

CIO Business Intelligence

MARCH 24, 2023

It encompasses the people, processes, and technologies required to manage and protect data assets. The Data Management Association (DAMA) International defines it as the “planning, oversight, and control over management of data and the use of data and data-related sources.”

Data Governance 142

Data Governance Management Metadata Data Quality 142

CIO Business Intelligence

NOVEMBER 17, 2022

A key component to the appeal of cloud-first business models is cloud technologies’ ability to simplify processes and streamline workflows through integration and automation. This is especially true for content management operations looking to navigate the complexities of data compliance while getting the most from their data.

Software 144

Software Management Digital Transformation Data Governance 144

Data Virtualization

JANUARY 21, 2025

However, companies are still struggling to manage data effectively, to implement GenAI applications that deliver proven business value. Gartner predicts that by the end of this year, 30%.

Management 52

Management Data Integration Technology Data Warehouse 52

Smart Data Collective

OCTOBER 19, 2022

One of the problems companies face is trying to setup a database that will be able to handle the large quantity of data that they need to manage. There are a number of solutions that can help companies manage their databases. They don’t even necessarily need to understand NoSQL to manage their databases.

Big Data 132

Big Data Management Recreation/Entertainment Cost-Benefit 132

Data Virtualization

DECEMBER 20, 2024

The post My Reflections on the Gartner Hype Cycle for Data Management, 2024 appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information. Gartner Hype Cycle methodology provides a view of how.

Management 52

Management Data Integration Technology Data Architecture 52

CIO Business Intelligence

SEPTEMBER 6, 2024

As artificial intelligence (AI) and machine learning (ML) continue to reshape industries, robust data management has become essential for organizations of all sizes. This means organizations must cover their bases in all areas surrounding data management including security, regulations, efficiency, and architecture.

Metadata 116

Metadata Enterprise Management Cost-Benefit 116

O'Reilly on Data

OCTOBER 11, 2022

meme originated in IT’s transformation from manual system administration to automated configuration management and software deployment. Processing invoices, managing inventory, customer service, handling loan applications, taking orders, billing customers: these are all processes that are largely routine and open to automation.

Data Integration 352

Data Integration Insurance Dashboards Data-driven 352

Data Virtualization

SEPTEMBER 21, 2023

Reading Time: 2 minutes In the ever-evolving landscape of data management, one concept has been garnering the attention of companies and challenging traditional centralized data architectures. This concept is known as “data mesh,” and it has the potential to revolutionize the way organizations handle.

Management 105

Management Data Architecture Data Integration Data-driven 105

AWS Big Data

DECEMBER 9, 2024

Given the importance of data in the world today, organizations face the dual challenges of managing large-scale, continuously incoming data while vetting its quality and reliability. AWS Glue is a serverless data integration service that you can use to effectively monitor and manage data quality through AWS Glue Data Quality.

Data Quality 124

Data Quality Publishing Snapshot Data Lake 124

O'Reilly on Data

FEBRUARY 4, 2019

Our survey showed that companies are beginning to build some of the foundational pieces needed to sustain ML and AI within their organizations: Solutions, including those for data governance, data lineage management, data integration and ETL, need to integrate with existing big data technologies used within companies.

Machine Learning 279

Machine Learning Enterprise IoT Big Data 279