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Data Modeling

Data Modeling and Database Design and Development – including popular approaches such as Agile and Waterfall design - provide the basis for the Visualization, and Management of, Business Data in support of initiatives such a Big Data Analytics, Business Intelligence, Data Governance, Data Security, and other enterprise-wide data-driven objectives.



Data Modeling Articles

Broadcom announced that VMware Private AI Services will become a standard component of VMware Cloud Foundation 9.0, making VCF an AI native platform—empowering customers to adopt a unified, AI native platform for secure, modern private cloud infrastructure at scale. 

Posted August 29, 2025

MariaDB plc is acquiring SkySQL Inc., the company behind an AI-powered, serverless database-as-a-service (DBaaS) platform, bringing SkySQL's established DBaaS product back into the MariaDB portfolio. SkySQL was originally developed by MariaDB and, since being spun off as an independent entity in 2023, has significantly advanced its product offering, according to the company.

Posted August 28, 2025

Tigera, the creator of Project Calico, is introducing a variety of advancements to Calico to help organizations securely scale Kubernetes workloads with a single, unified platform.

Posted August 27, 2025

Charles Howard, director, product management, Precisely, joined DBTA's webinar, The Future of Automation: AI, APIs, and Cloud Modernization, to highlight key insights and trends that will help viewers prepare their SAP processes for modern business' next evolution.

Posted August 27, 2025

BlueFinity is offering a highly adaptable user experience with Evoke, equipping users with the tools to create rich, dynamic user experiences—quickly and cheaply. Evoke's low-code GUI design environment lets users define their entire app visually without writing pages of front-end code—just drag, drop, point, and click through designing polished screens that adapt to each platform.

Posted August 27, 2025

The role of the Database Administrator (DBA) has always been dynamic, evolving alongside shifts in technology, data strategies, and business needs. But in 2025, the DBA's responsibilities are transforming at an unprecedented pace. No longer just the custodian of databases, today's DBA must be a data strategist, an automation expert, a cloud integrator, and even a business enabler.

Posted August 27, 2025

Quantinuum is introducing its next-generation quantum computer, Helios, which will come online this year and arrive as a full-stack platform that "sets a new standard for the industry."

Posted August 25, 2025

IBM and NASA are unveiling the most advanced open-source foundation model designed to understand high resolution solar observation data and predict how solar activity affects Earth and space-based technology. Surya, named for the Sanskrit word for the Sun, represents a significant advancement in applying AI to solar image interpretation and space weather forecasting research, providing a novel tool to help protect everything from GPS navigation to power grids to telecommunications.

Posted August 25, 2025

Precisely, a global leader in data integrity, is partnering with Opendatasoft, a leading data marketplace solution provider, to deliver an integrated data marketplace designed to simplify access to trusted, AI-ready data across businesses and teams. Many organizations still struggle to deliver up-to-date, reliable data to users across their business who need it for critical decision-making. Even with solid data investments, datasets can remain siloed across disparate systems, hard to find, and even harder to verify, according to Precisely.

Posted August 20, 2025

Because understanding and implementing AI is so critical, Oracle is announcing AI has become the central focus of its annual global customer and partner event, formerly known as Oracle CloudWorld—now being called Oracle AI World. The new name emphasizes Oracle's commitment to helping customers and partners take advantage of the latest AI innovations to move faster, reduce costs, make more-informed decisions, and build smarter businesses.

Posted August 20, 2025

Oracle is deploying OpenAI GPT-5 across its database portfolio and suite of SaaS applications, including Oracle Fusion Cloud Applications, Oracle NetSuite, and Oracle Industry Applications, such as Oracle Health. By uniting trusted business data with frontier AI, Oracle is enabling customers to natively leverage sophisticated coding and reasoning capabilities in their business-critical workflows, the company said.

Posted August 20, 2025

Classiq, a leader in quantum software development platforms, announced an investment by SoftBank Vision Fund 2, with additional participation from CDP Venture Capital, Italy's largest venture capital operator—further strengthening Classiq's position as the foundation for enterprise-scale quantum computing.

Posted August 19, 2025

lakeFS, a leading "git-for-data" version control system for enterprise data and AI initiatives, announced it has raised $20 million in a growth funding round, enabling the company to accelerate its expansion supporting data engineering, AI, and ML projects in the enterprise and public sector markets.

Posted August 19, 2025

MAGIC Research, a collaborative research program, virtual incubator, and service center for artificial intelligence (AI) and advanced technologies, is introducing a white-labeled, enterprise-ready generative AI platform to give organizations complete control over their data, infrastructure, and brand identity.

Posted August 19, 2025

1Kosmos, a leader in unifying identity proofing and passwordless authentication, announced it has raised $57 million in Series B funding, including a $10 million line of credit from Bridge Bank—enabling the company to meet the escalating demand for identity-first security from enterprises amid rising impersonation threats.

Posted August 15, 2025

ScienceLogic, a leader in intelligent automation and observability, is rolling out a series of updates to its solution suite, adding new capabilities to the ScienceLogic AI Platform and Skylar AI Suite that redefine automation, observability, secure government operations, and low-code development.

Posted August 15, 2025

Lumen Technologies announced it has exceeded 1,000 customers on its Network-as-a-Service (NaaS) platform, a major milestone in the shift toward faster and smarter enterprise connectivity as businesses embrace AI to transform operations.

Posted August 15, 2025

Rubrik, Inc., the Security and AI company, is launching Agent Rewind, powered by Predibase AI infrastructure, to empower organizations to undo mistakes made by agentic AI. This release follows the closing of Rubrik's acquisition of Predibase and provides visibility into agents' actions and enabling enterprises to rewind those changes to applications and data.

Posted August 14, 2025

For the database world, the future looks extremely challenging—and, even more, exceedingly promising. Looking ahead over the next few years, organizations will be relying on their databases in ways never imagined, as leaders and decision makers look to their data resources for intelligence, real-time views, and adaptability to business changes.

Posted August 14, 2025

This summer, I traveled to Bordeaux to explore French wine straight from the source. Coming from the tech world—with limited knowledge of the region (Left Bank? Right Bank? I barely knew the difference)—I was eager to understand what makes Bordeaux wines so revered worldwide. One concept I kept hearing about was "terroir," a uniquely French term that refers to the combination of soil, climate, terrain, and even local traditions that give each vineyard its distinct character. I was curious to see how this intricate relationship between nature and human touch shapes the wines and how, in today's high-tech age, tradition and innovation intersect in Bordeaux.

Posted August 14, 2025

Junk dimensions are often misunderstood and avoided. And they should not be. Junk dimensions offer a strategy to remain true to dimensional intentions and to better focus one's design and sometimes provide new insights into your data. The junk dimension is a collection of data items that may not relate to each other at all, although all relate to the fact at hand.

Posted August 14, 2025

Organizations consistently struggle to manage what are known as "long-tail" data connectors. These are connectors that are less used and not available on many legacy data integration platforms. As a result, often organizations have had to build their own custom pipelines and, worse yet, maintain and rebuild those as data sources changed over time as requirements evolved.

Posted August 14, 2025

If you've worked in any data-centric role, you've probably experienced the effects of the proverbial "mandate from on high." Someone in the C-suite decides it's time to hop on the latest shift in the tech landscape—whether generative AI, hybrid cloud infrastructure, or remote work—and now it's time for the entire tech department to make it happen.

Posted August 14, 2025

MongoDB, Inc. is introducing a range of product innovations and AI partner ecosystem expansions to help customers build accurate, trustworthy, and reliable AI applications at scale. According to the company, by providing industry-leading embedding models and a fully integrated, AI-ready data platform—and by assembling a world-class ecosystem of AI partners—MongoDB is giving organizations everywhere the tools to deliver reliable, performant, cost-effective AI.

Posted August 12, 2025

Codien is introducing its new AI agent designed to simplify and accelerate the transition from legacy test automation frameworks, such as Protractor and Selenium, to the modern Playwright framework. Developed by the team at Cognida.ai, Codien also streamlines the creation of new Playwright tests using natural language, according to the company.

Posted August 12, 2025

Apiiro, a leading Agentic Application Security Platform, is introducing the AutoFix Agent,  an AI Agent for AppSec that auto-fixes design and code risks using runtime context tailored to your environment. The agent operates natively in developers' integrated development environments (IDEs), agnostic to IDE via a remote Model Context Protocol (MCP) connection, the company said.

Posted August 11, 2025

Datavault AI Inc., a leader in AI data experience, announced the expanded commercialization of its flagship AI agents—DataScore and DataValue—built with IBM watsonx.ai. IBM has also committed AI engineering talent and deep technical expertise over multiple years to help Datavault expand and accelerate the impact of its offerings for clients.

Posted August 11, 2025

Intruder, a leader in attack surface management, is releasing Autoswagger—a free, open-source tool that scans OpenAPI-documented APIs for broken authorization vulnerabilities. According to the company, Autoswagger automatically detects authorization weaknesses in APIs and discovers sensitive endpoints not requiring authentication where the application fails to check for a valid API token.

Posted August 08, 2025

The amount of data and its complexity has been growing at a rapid clip and shows no sign of stopping. To contain this data, organizations have been introducing different types of database platforms alongside relational solutions. To help organizations progress along their data-driven journeys, each year, DBTA presents the Readers' Choice Awards, which provide the opportunity to recognize companies whose products have been selected by the experts—our readers!

Posted August 06, 2025

Calero, a leading provider of Technology Business Management solutions, is introducing a new SaaS Management offering designed to meet the urgent needs of today's organizations—providing solutions for visibility, control, and optimization. Whether organizations need visibility, control, or optimization, the Calero SMP offering provides a proven, cost-effective solution from a company with staying power and a three-decade history of success, the company said.

Posted August 06, 2025

Foundry is rebranding itself as Mithril, reflecting its mission to simplify access to distributed AI compute. According to the company, "the Mithril brand embodies the platform's mission: transforming powerful but traditionally rigid AI infrastructure into a fluid, universally accessible resource for AI practitioners."

Posted August 06, 2025

Many organizations struggle balancing budget constraints with managing essential resources and server maintenance. One option for minimizing waste and cutting costs is AWS Lambda. AWS Lambda is a serverless compute service that allows you to run code without provisioning or managing servers, executing code in response to events, and automatically managing the underlying compute resources. 

Posted August 06, 2025

Oracle announced it evaluated MCP and has integrated it into its core developer tools, making the Oracle Database immediately available on any platform supporting MCP. This integration is made available via our modern command line to the Oracle Database, Oracle SQLcl.

Posted August 06, 2025

Indexes are fundamental to database performance, but too often, they're treated as "set it and forget it" structures. As the data landscape evolves—with hybrid cloud deployments, real-time analytics, and machine learning workloads—so too must our approach to indexing.

Posted August 06, 2025

Rapid7, Inc., a leader in threat detection and exposure management, is launching Incident Command, a new next-gen SIEM extending the capabilities of its Command Platform, purpose-built to transform how security teams detect, investigate, and respond to threats.

Posted August 05, 2025

Cloudbrink, a leader in high-performance secure connectivity, is offering a suite of identity management services and an integration with CrowdStrike to its Personal SASE platform. Combined, these services allow customers to manage both the authentication and authorization of users from one single console with a unified policy engine, according to Cloudbrink.

Posted August 04, 2025

OpenText, a leading information management company, and TELUS, a world-leading communications technology company, are introducing the OpenText and TELUS Canadian Sovereign Cloud—empowering Canadian organizations and government agencies with access to enterprise-grade cloud computing and AI capabilities while ensuring complete data sovereignty. This means every application, dataset, computation, and network operation remains securely within Canadian borders, according to OpenText and TELUS.

Posted August 04, 2025

DBTA's webinar, Is Your Data Ready for AI? How to Build a Solid Foundation, highlighted perspectives from industry experts about proven best practices, modern architecture strategies, and new technologies that prepare organizations for true AI success.

Posted August 01, 2025

Yugabyte, the distributed SQL database expert, is unveiling extended vector search functionality and PostgreSQL compatibility for YugabyteDB, the AI-ready, multi-modal, distributed PostgreSQL database for cloud native apps.

Posted July 31, 2025

Qdrant, a leading provider of high-performance, open-source vector search, is offering a private beta of Qdrant Edge, a lightweight, embedded vector search engine designed for AI systems on devices such as robots, point of sales, home assistants, and mobile phones.

Posted July 30, 2025

Parasoft, a global leader in AI-driven software testing solutions, is introducing a variety of autonomous testing capabilities to its flagship testing solutions, including SOAtest, Virtualize, and CTP. According to the company, new functionality includes first-to-market agentic AI-driven virtual service generation, which reduces the time and expertise required to create comprehensive test environments.

Posted July 29, 2025

Accelsius, a leader in advanced data center cooling solutions, announced that its proprietary NeuCool IR80 system will be deployed in Q3 2025 at Equinix's Co-Innovation Facility (CIF) in the DC15 International Business Exchange (IBX) data center at the Equinix Ashburn Campus.

Posted July 28, 2025

Redgate Software is launching Redgate pgNow Community and Redgate pgCompare Community, two new tools that provide Redgate's database DevOps capabilities to PostgreSQL. Available immediately and free to use, the tools further extend Redgate's multi-database support for PostgreSQL, reflecting the growing adoption of PostgreSQL in modern data environments, the company said.  

Posted July 28, 2025

In the analytics world, when building data marts or other data areas meant to support end users, the goal is to present the "needed data" allowing users to perform their queries and analyses. This means that if an "XYZ Value" is required, then the "XYZ Value" is presented.

Posted July 28, 2025

Qdrant, the leading provider of high-performance, open source vector search, is debuting Qdrant Cloud Inference, a new solution for generating text and image embeddings directly within managed Qdrant Cloud clusters.

Posted July 23, 2025

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