CIO Business Intelligence

MAY 6, 2025

While not uncommon in modern enterprises, this reality requires IT leaders to ask themselves just how accessible all that data is. Particularly, are they achieving real-time data integration ? For AI to deliver accurate insights and enable data-driven decision-making, it must be fed high-quality, up-to-date information.

Data Integration

CIO Business Intelligence

MARCH 19, 2025

The steps described here can take months or even years to execute depending on the data needs of the business in question. Invest in purpose-built data integration Putting an emphasis on solutions that ease the data integration process can help uncover critical answers to many lingering data questions an organization might have.

Data Integration

CIO Business Intelligence

DECEMBER 10, 2024

Applying customization techniques like prompt engineering, retrieval augmented generation (RAG), and fine-tuning to LLMs involves massive data processing and engineering costs that can quickly spiral out of control depending on the level of specialization needed for a specific task.

Modeling

AWS Big Data

NOVEMBER 22, 2024

He is passionate about distributed computing and using ML/AI for designing and building end-to-end solutions to address customers’ data integration needs. His team works on distributed systems & new interfaces for data integration and efficiently managing data lakes on AWS.

Metrics

AWS Big Data

OCTOBER 11, 2024

It covers the essential steps for taking snapshots of your data, implementing safe transfer across different AWS Regions and accounts, and restoring them in a new domain. This guide is designed to help you maintain data integrity and continuity while navigating complex multi-Region and multi-account environments in OpenSearch Service.

Snapshot

AWS Big Data

DECEMBER 4, 2024

From the Unified Studio, you can collaborate and build faster using familiar AWS tools for model development, generative AI, data processing, and SQL analytics. This experience includes visual ETL, a new visual interface that makes it simple for data engineers to author, run, and monitor extract, transform, load (ETL) data integration flow.

Visualization

AWS Big Data

JANUARY 9, 2025

Simplified data corrections and updates Iceberg enhances data management for quants in capital markets through its robust insert, delete, and update capabilities. These features allow efficient data corrections, gap-filling in time series, and historical data updates without disrupting ongoing analyses or compromising data integrity.

Metadata

CIO Business Intelligence

DECEMBER 20, 2024

A scalable data architecture should be able to scale up (adding more resources or processing power to individual machines) and to scale out (adding more machines to distribute the load of the database). Flexible data architectures can integrate new data sources, incorporate new technologies, and evolve with business needs.

Data Architecture

AWS Big Data

JANUARY 6, 2025

Conclusion In this post, we walked you through the process of using Amazon AppFlow to integrate data from Google Ads and Google Sheets. We demonstrated how the complexities of data integration are minimized so you can focus on deriving actionable insights from your data.

Analytics

AWS Big Data

NOVEMBER 22, 2024

Keerthi Chadalavada is a Senior Software Development Engineer at AWS Glue, focusing on combining generative AI and data integration technologies to design and build comprehensive solutions for customers’ data and analytics needs. In his spare time, he enjoys cycling with his new road bike.

Cost-Benefit

AWS Big Data

DECEMBER 16, 2024

Third, some services require you to set up and manage compute resources used for federated connectivity, and capabilities like connection testing and data preview arent available in all services. To solve for these challenges, we launched Amazon SageMaker Lakehouse unified data connectivity.

Visualization

AWS Big Data

DECEMBER 4, 2024

To learn more, check out the following AWS News blog announcements: Amazon SageMaker Amazon SageMaker Lakehouse Amazon SageMaker Data and AI Governance About the authors G2 Krishnamoorthy is VP of Analytics, leading AWS data lake services, data integration, Amazon OpenSearch Service, and Amazon QuickSight.

Data Analytics

David Menninger's Analyst Perspectives

NOVEMBER 19, 2024

The company also offers associated alerts delivered to data owners and data consumers, and reinforcement learning to adapt notifications based on user feedback.

Data Quality

AWS Big Data

DECEMBER 4, 2024

AWS Glue is a serverless, scalable data integration service that makes it simple to discover, prepare, move, and integrate data from multiple sources. a new version of AWS Glue that accelerates data integration workloads in AWS. Today, we are launching AWS Glue 5.0, AWS Glue 5.0 AWS Glue 5.0 AWS Glue 5.0

Data Lake

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

CIO Business Intelligence

NOVEMBER 19, 2024

Seamless data integration. The AI data management engine is designed to offer a cohesive and comprehensive view of an organization’s data assets. This unified approach is critical for the integration of data across on-premises settings, cloud environments, and hyperscaler platforms.

Management

AWS Big Data

JULY 23, 2025

He leads generative AI feature development across services such as AWS Glue, Amazon EMR, and Amazon MWAA, using AI/ML to simplify and enhance the experience of data practitioners building data applications on AWS. His team builds generative AI features for the Data Integration and distributed system for data integration.

Optimization

Data Virtualization

JULY 30, 2025

The post The R in RAG appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information. Many know that it stands for retrieval augmented generation, but recently I’ve encountered some confusion around the “R” (retrieval) aspect of RAG.

Data Integration

CIO Business Intelligence

OCTOBER 24, 2024

Forrester said gen AI will affect process design, development, and data integration, thereby reducing design and development time and the need for desktop and mobile interfaces. Forrester’s top automation predictions for 2025 include: Gen AI will orchestrate less than 1% of core business processes.

ROI

CIO Business Intelligence

APRIL 8, 2025

Recognizing and rewarding data-centric achievements reinforces the value placed on analytical ability. Establishing clear accountability ensures data integrity. Implementing Service Level Agreements (SLAs) for data quality and availability sets measurable standards, promoting responsibility and trust in data assets.

Data Quality

CIO Business Intelligence

MAY 22, 2025

The virtual representation of the physical entity, constructed using data, algorithms and simulations. Data integration. The process of collecting, processing and integrating data from various sources to ensure the digital twin mirrors the physical entity accurately. Ensure data quality. Digital model.

Enterprise

AWS Big Data

OCTOBER 21, 2024

Let’s briefly describe the capabilities of the AWS services we referred above: AWS Glue is a fully managed, serverless, and scalable extract, transform, and load (ETL) service that simplifies the process of discovering, preparing, and loading data for analytics.

Sales

AWS Big Data

DECEMBER 17, 2024

Neeraja is a seasoned technology leader, bringing over 25 years of experience in product vision, strategy, and leadership roles in data products and platforms.

Data Lake

AWS Big Data

NOVEMBER 29, 2024

By using the AWS Glue OData connector for SAP, you can work seamlessly with your data on AWS Glue and Apache Spark in a distributed fashion for efficient processing. AWS Glue OData connector for SAP uses the SAP ODP framework and OData protocol for data extraction.

Visualization

CIO Business Intelligence

OCTOBER 29, 2024

How long might it be before a hacker group unlocks your data and intellectual property, perhaps already harvested with or without your knowledge, and potentially uses that data for harm? As we move further into the AI era, companies must gain the ability to ensure data integrity, track its provenance, and control data access.

Enterprise

AWS Big Data

DECEMBER 9, 2024

The importance of publishing only high-quality data cant be overstatedits the foundation for accurate analytics, reliable machine learning (ML) models, and sound decision-making. 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

CIO Business Intelligence

MAY 20, 2025

Distributed ledgers can secure device identities, ensure data integrity and provide immutable audit trails. Looking ahead: Emerging technologies redefining IoT security Innovation cuts both ways it empowers defenders just as it equips attackers. Quantum encryption.

IoT

AWS Big Data

JUNE 6, 2025

When building a SageMaker Lakehouse architecture, you can use an Amazon Simple Storage Service (Amazon S3) based managed catalog as your zero-ETL target, providing seamless data integration without transformation overhead.

Analytics

CIO Business Intelligence

JULY 8, 2025

Poor data pipeline observability Most organizations will invest in end-user analytics tools such as data analytics platforms and document processing tools before investing in robust data integrations and pipelines.

Risk

DataFloq

MAY 25, 2025

Data Integration and Centralization To personalize at scale, companies must first ensure that their data integration processes are efficient and centralized. The problem of data silos, where a customer's data is stored across several dis connected systems, hinder the building of a unified view of the customer.

Machine Learning

CIO Business Intelligence

APRIL 30, 2025

And other technical areas, like low-code data integration, are set to get a boost as well, and Gartners 2024 Magic Quadrant report says that incorporating AI assistants and AI-enhanced workflows into data integration tools will reduce manual intervention by 60%.

IT

Smarten

JANUARY 6, 2025

The user is empowered to use data in a way that allows them to leverage domain, industry and business functional knowledge, making them more independent and encouraging them to become power users.

Predictive Analytics

AWS Big Data

JULY 28, 2025

With this launch, AWS Glue Data Quality is now integrated with the lakehouse architecture of Amazon SageMaker , Apache Iceberg on general purpose Amazon Simple Storage Service (Amazon S3) buckets, and Amazon S3 Tables.

Data Quality

AWS Big Data

JULY 25, 2025

You can verify this update by querying the table in Athena, which will now show the complete data structure, including numeric measurements ( customerrating , visibility ) and text categorization ( category ) across all partitions. Cleanup To avoid incurring future costs, delete your Amazon S3 data if you no longer need it.

IoT

AWS Big Data

DECEMBER 23, 2024

At the heart of this ecosystem lies Kafka, specifically Amazon MSK, which serves as the backbone for their data integration systems. To stay competitive and efficient in the fast-paced financial industry, Fitch Group strategically adopted an event-driven microservices architecture.

Data-driven

Smarten

DECEMBER 5, 2024

A data anomaly is revealed when there is a dataset deviation or irregularity – something that is out of the bounds of expected patterns and behaviors. It is hard to overstate the criticality of anomaly detection.

Key Performance Indicator