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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

env zero, a leader in Infrastructure as Code (IaC) management and governance, and CloudQuery, a leading cloud asset management platform, announced the successful close of their merger—with the combined company to operate under the env zero brand, creating a powerhouse in the cloud operations space.

Posted March 26, 2026

Panzura is launching the latest release of the Panzura CloudFS hybrid cloud file platform—offering capabilities that lower both infrastructure and management costs as firms scale across offices, transfer control to customer IT teams, and begin to deploy agentic AI across their enterprise.

Posted March 26, 2026

For U.S. government organizations and their supporting companies, Oracle Cloud Infrastructure (OCI) is expanding its list of authorized services. With new DISA IL5 and FedRAMP High approvals, Oracle U.S. Government Cloud and Oracle U.S. Defense Cloud customers can move faster, modernize securely, and boost productivity with proven, compliant capabilities, Oracle said.

Posted March 26, 2026

Cloud-native databases are central to modern digital operations, supporting everything from global ecommerce platforms to real-time analytics and AI-driven applications. Every minute of database downtime can cost an enterprise thousands, or even millions, of dollars in lost revenue, missed transactions, and diminished customer trust.

Posted March 26, 2026

MariaDB plc announced the successful completion of its acquisition of GridGain Systems, Inc., a pioneer of in-memory computing and the force behind Apache Ignite—marking MariaDB's move toward delivery of an AI-Ready Operating Platform, a unified system designed to handle the extreme-velocity data requirements of autonomous AI agents.

Posted March 25, 2026

SAP is evolving its SAP Services and Support portfolio, introducing a streamlined, tiered engagement model designed to help businesses achieve greater transparency, speed, and flexibility in their transformation journeys. The reimagined portfolio, which includes the Foundational Success Plan, Advanced Success Plan, and Max Success Plan tiers, aims to deliver measurable results and a consistent, ongoing experience for customers.

Posted March 25, 2026

SAP is introducing new AI-enabled capabilities, travel and expense management enhancements, and new and expanded partnerships. A new integration between Joule and Microsoft 365 Copilot, now available, embeds travel and expense tasks into everyday productivity tools. Employees can create and submit expense reports, upload receipts, book travel and receive policy guidance in SAP Concur solutions without leaving Microsoft applications.

Posted March 25, 2026

SAP is expanding its partnership with NVIDIA to combine advanced AI technology with deep business context. According to SAP, "our goal is to help organizations accelerate modernization and apply AI across the applications and processes key to their success." Through this collaboration with NVIDIA, SAP will accelerate the entire life cycle of enterprise AI—from model development to high-performance runtime execution—and power AI scenarios across its portfolio. 

Posted March 25, 2026

Improving reporting doesn't start with building more dashboards. It starts with understanding the health of the data itself. Entrinsik Informer helps insurance agencies surface data issues automatically, bringing visibility to gaps that would otherwise remain hidden. Instead of relying on manual discovery, teams can quickly see where inconsistencies exist and prioritize cleanup efforts. 

Posted March 25, 2026

Informatica from Salesforce, a leader in AI-powered enterprise cloud data management, is deepening its integration with Microsoft, including general availability of support for Informatica Intelligent Data Management Cloud (IDMC) for Microsoft Fabric Open Mirroring, as well as the launch of a new Microsoft Azure-based IDMC point-of-delivery (pod) in Switzerland.

Posted March 24, 2026

As organizations adopt the Snowflake AI Data Cloud to power advanced analytics, GenAI, and agentic AI workloads, building scalable, trusted, and cost-efficient data pipelines become critical. Legacy ETL tools and fragmented point solutions derail AI initiatives and increase cost and complexity.

Posted March 23, 2026

Cato Networks, a SASE leader, is introducing two major innovations for the Cato SASE Platform to secure enterprise AI adoption at scale. Cato is introducing Cato Neural Edge, deploying NVIDIA GPUs across Cato's global private backbone to accelerate AI-driven analysis for real-time traffic inspection, threat detection, and policy enforcement, according to the company.

Posted March 23, 2026

Many longtime MySQL contributors, engineers, and ecosys­tem leaders are coming together to voice support for establish­ing a vendor-neutral foundation for the MySQL ecosystem. In an open letter to Oracle, these experts urge the formation of a vendor-neutral, nonprofit foundation for MySQL that would serve as a shared home for the ecosystem, independent of any single company's commercial interests.

Posted March 23, 2026

IBM is introducing the industry's first published quantum-centric supercomputing reference architecture, a new blueprint for integrating quantum computing into modern supercomputing environments. According to IBM, the architecture shows how quantum processors (QPUs) can work alongside GPUs and CPUs—across on-premises systems, research centers, and the cloud—to tackle scientific challenges that no single computing approach can solve on its own.

Posted March 23, 2026

IBM is expanding its collaboration with NVIDIA to help enterprises operationalize AI at scale. Advancing efforts across GPU-native data analytics, intelligent document processing, on-premises and regulated infrastructure deployments, cloud, and consulting, the collaboration aims to give enterprises the data foundation, infrastructure, and expertise to move AI from pilot to production, according to the companies.

Posted March 23, 2026

IBM announced it has officially completed its acquisition of Confluent, Inc., the data streaming platform that powers real-time operations, enabling the combined companies to deliver a smart data platform that gives every AI model, agent, and automated workflow the real-time, trusted data needed to operate across on-premises and hybrid cloud environments at scale.

Posted March 23, 2026

Honeycomb.io, the creators of observability, announced a series of new AI capabilities and two major product milestones, including the general availability of Honeycomb Metrics and the expansion of its Model Context Protocol (MCP) integrations across leading AI development tools.

Posted March 20, 2026

Redgate Software is launching Redgate Monitor as a SaaS edition, a fully managed cloud version of its database monitoring platform, delivering the company's deep performance insights and reducing the operational overhead of deploying, hosting, and maintaining monitoring infrastructure.    

Posted March 18, 2026

Flash pricing is rising, but cost is no longer the only variable storage leaders must consider. Reli­ability, availability, and continuity of supply are now central to infrastructure planning. A large share of global flash manufacturing remains geographically concentrated—meaning even temporary disruptions could quickly affect pricing, lead times, and an orga­nization's ability to execute storage and AI initiatives on schedule.

Posted March 18, 2026

Oracle is releasing Java 26, the latest version of the world's number one programming language and development platform. According to Oracle, Java 26 (Oracle JDK 26) delivers thousands of improvements that boost developer productivity, simplify the language, and help developers integrate AI and cryptography functionality into their applications.

Posted March 18, 2026

Oracle is announcing support for importing open-weights model NVIDIA Nemotron 3 Super, enabled by a new Model Import capability in OCI Generative AI. Soon to be available on Oracle Government Cloud in addition to commercial cloud regions, Nemotron 3 Super is the first model from NVIDIA available through OCI Generative AI Model Import and demonstrates how organizations can now run advanced reasoning models on OCI while maintaining control over customization and deployment, Oracle said.

Posted March 18, 2026

Oracle is releasing the Oracle Analytics Server 2026, designed to address everyday challenges head-on: adoption, performance, governed self-service, and operational efficiency.

Posted March 18, 2026

Franz Inc., an early innovator in Artificial Intelligence (AI) and leading supplier of Graph Database technology for Neuro-Symbolic AI Solutions, is introducing AllegroGraph v8.5, offering an enhanced AI-powered natural language query interface.

Posted March 17, 2026

"I've never felt this much behind as a programmer," con­fessed Andrej Karpathy, Tesla's former director of AI, in a post on X (formerly Twitter), on Dec. 26, 2025. It sent shockwaves through the tech community. "The profession is being dra­matically refactored as the bits contributed by the programmer are increasingly sparse and between," he continued. Karpathy's words capture a profound moment of transformation—not just for developers, but for the entire digital landscape.

Posted March 16, 2026

Success now depends on achieving the right balance between automation and human expertise—maintaining governance without sacrificing agility and ensuring security at scale. As data ecosystems stretch across hybrid and multi-cloud environments, DBA teams must step up by embracing new tools, expanding their scope, and driving the shift toward intelligent, proactive, and cost-efficient data operations.

Posted March 13, 2026

EnterpriseDB (EDB), a leading sovereign AI and data company, is launching the Postgres Vitality Index, a framework measuring the breadth and depth of commercial contributions shaping the future of PostgreSQL as it becomes foundational to enterprise AI.

Posted March 13, 2026

Qdrant, the open-source vector search engine built in Rust for production workloads, announced it has secured $50 million in Series B funding will enable composable vector search as core infrastructure for production.

Posted March 13, 2026

Artificial agents, applications, and bots are popping up across every enterprise landscape, and data is rolling through at a fast and furious pace. While there has been plenty of hype, excitement, and fear about AI's possibilities, there has been scant attention regarding the data infrastructure needed to make it all work—especially at the enterprise level. AI requires a strong and well-considered data foundation, whether it's extended out of legacy infrastructures or part of the next generation of data technology.

Posted March 13, 2026

Denodo, a leader in data management and AI, is releasing Denodo Platform 9.4, built with logical data management capabilities to simplify and accelerate data access.

Posted March 12, 2026

AI systems are becoming multi-modal, adaptive, and autonomous—but governance hasn't kept up. Continuous model tuning, agent workflows, and distributed AI stacks mean risk changes in real time, while most governance approaches remain manual, siloed, and reactive.

Posted March 12, 2026

When organizations think about green IT, they usually consider data center efficiency, server consolidation, or cloud energy metrics. And yes, those are important areas, but they overlook one of the biggest contributors to an organization's energy footprint: its data architecture. Every table, index, column, backup, replication stream, and query consumes resources, and therefore energy. Poor data design doesn't just slow performance or inflate costs, it also increases the organization's environmental footprint.

Posted March 12, 2026

Too many digital twin initiatives stall after the pilot phase, failing to deliver real business impact. Without a trusted data foundation, companies risk costly downtime, inaccurate predictions, and missed opportunities.

Posted March 12, 2026

Entrinsik announced that its team will be speaking or exhibiting at events across the country throughout Spring 2026. Scott Allen will be speaking at Accelerate, on April 13-16, in Las Angeles Nevada, in his session titled "From Gut Feel to Growth Engine: Using Data to Run a Smarter Agency." 

Posted March 12, 2026

KoreTech is introducing several new updates to Kore Integrate that enable secure, dependable data movement across systems. Kore Integrate (formerly Kourier Integrator) is the most robust platform for data integration and warehousing (ETL) and enterprise application integration (EAI) designed for major database platforms, including Rocket UniVerse and UniData (U2), Microsoft SQL, PostgreSQL, and Oracle.

Posted March 12, 2026

DataStrike, a leader in database, cloud, and business intelligence managed services, is expanding its Microsoft Fabric services to support organizations adopting Microsoft's unified analytics platform.

Posted March 11, 2026

Google is announcing the completion of its acquisition of Wiz, a leading cloud and AI security platform headquartered in New York. Wiz will join Google Cloud and maintain its brand and commitment to securing customers across all cloud environments, according to the companies.

Posted March 11, 2026

Trust and trustworthiness are two concepts receiving increased focus as narratives around generative AI (GenAI) and agentic AI continue to dominate tech headlines and corporate aspirations. But what are they really about, and why is gover­nance the connective tissue between the two?

Posted March 11, 2026

Commvault, a leader in unified resilience at enterprise scale, is expanding its Identity Resilience portfolio to include support for Okta—enabling organizations to rapidly recover their Okta environments from misconfigurations, operational disruptions, and identity-driven cyberattacks. 

Posted March 10, 2026

AI-assisted tools are now integrated across the delivery lifecycle—accelerating code generation, improving test coverage, and enhancing observability and incident response. As AI transforms how software is built, deployed, and operated, DevOps is evolving through targeted, intelligent automation.

Posted March 09, 2026

Hexaware Technologies, a global provider of IT services and solutions, is expanding its partnership with Amazon Web Services (AWS), delivering AI-enabled software development lifecycle (SDLC) capabilities to enterprises worldwide.

Posted March 09, 2026

IBM announced it is offering the IBM Db2 Developer Extension for Visual Studio (VS) Code—now generally available. Developers live in VS Code, but Db2 development often means switching tools to set up connections, browse objects, write SQL, run queries and share results. The IBM Db2 Developer Extension for VS Code brings those Db2 workflows into VS Code so developers can stay in flow and move from setup to first query faster.

Posted March 09, 2026

MinIO, the data foundation for enterprise analytics and AI, is debuting AIStor Table Sharing, a capability built into MinIO AIStor that allows enterprises to securely share their on-premises data directly with the Databricks platform for instant access to fresh data for real-time analytics and intelligence. AIStor natively integrates Delta Sharing open protocol.

Posted March 06, 2026

Precisely, a global leader in data integrity, is introducing new Data Quality, Data Enrichment, and Location Intelligence agents for the Precisely Data Integrity Suite. Working in coordination with the Data Integrity Suite's Gio AI Assistant, the new AI agents automate and streamline complex, labor-intensive data workflows to help organizations build trusted, context-rich data foundations for AI, analytics, and automation initiatives, the company said. 

Posted March 04, 2026

Postman, a leading API platform, is evolving its platform, introducing AI-native, git-based API workflows and an API Catalog—a central system of record that provides a single view of APIs and services.

Posted March 04, 2026

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