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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

Joining DBTA's webinar, Explainability and Interpretability: Building Trustworthy AI Models, Christian Capdeville, senior director, content and product marketing, Dataiku, and Stephanie McReynolds, VP of product and portfolio marketing, OneTrust, offered their expertise about shedding the "black box" nature of AI to drive trust, and in turn, AI success. This webinar was conducted in partnership with Enterprise AI World.

Posted July 18, 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 18, 2025

Airbyte, the open data movement platform, is announcing a series of platform updates that drive greater data sovereignty as well as increased flexibility. At its core, this announcement aims to prepare data for AI, delivering a variety of capabilities that streamline compliance and control.

Posted July 16, 2025

Coralogix, a leading full-stack observability platform provider, is debuting the Coralogix Model Context Protocol (MCP) Server, enabling third-party AI agents to directly connect to Coralogix's observability data.

Posted July 16, 2025

Storyblok, the modern headless content management system (CMS) that helps teams ship faster, is introducing Blueprints—a new way for developers to kickstart website projects with structure, speed, and total control.

Posted July 16, 2025

Teleport, the Infrastructure Identity company, is making a major update to its platform to give security teams unprecedented insight into how identities behave as they move across identity provider, code, cloud, and infrastructure environments.

Posted July 16, 2025

DuploCloud, a leading DevOps automation platform purpose-built for secure cloud operations and compliance, is entering a strategic collaboration agreement (SCA) with Amazon Web Services (AWS) to bring a new set of automated DevOps solutions to AWS customers.

Posted July 15, 2025

Domino, the Enterprise AI platform trusted by the largest AI-enabled companies and major government agencies, is announcing the launch of its Vibe Modeling offering, available via Domino's GitHub repository.

Posted July 14, 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 July 14, 2025

AI continues to flirt with all aspects of the business, leading organizations to hastily adopt new and emerging technologies. However, it's important to note that while the possibilities seem endless, it's time to move well beyond pilots and proofs of concept to the scaled deployment and operational impact of AI. To help readers gain a greater understanding about this complex area of information technology, the solutions available, and their role in handling real-world challenges, DBTA and Big Data Quarterly present the list of Awesome Companies in AI.

Posted July 11, 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 10, 2025

After the successful launch of Informer 2025.1, Entrinsik is gearing up to roll out 2025.2 soon. The upcoming updates highlight the modernization of Informer's core server architecture. By using Node.js, Hapi, and Highcharts, Informer is now providing faster performance across the board.

Posted July 10, 2025

Let's be honest—today's businesses are drowning in data but starving for actionable insights. Having navigated the complexities of marketing analytics, I've seen firsthand how organizations struggle to transform the flood of digital information into actionable metrics that drive meaningful results.

Posted July 09, 2025

Strategy (formerly MicroStrategy) is debuting Strategy Mosaic, an AI-powered Universal Intelligence Layer designed to enable AI applications by connecting disparate data sources across the enterprise, providing consistent and secure access to information that empowers both business users and AI applications.

Posted July 09, 2025

Clarifai, a global leader in AI and pioneer of the full-stack AI platform, is debuting a cost-effective, secure solution for developers and MLOps engineers to deploy and manage AI models.

Posted July 08, 2025

KNIME is releasing Analytics Platform 5.5, introducing new capabilities for building AI agents. Now, users can easily build tool workflows from scratch or turn existing workflows into agent tools, effectively handle agent conversation data with structured message support, and interact naturally with agents through a chat interface. 

Posted July 08, 2025

Experts from SS&C joined DBTA's webinar, Agentic Automation in Action: The AI Force Reshaping the Future of Medicine and Mega-Insurers, to discuss the way SS&C's Agentic Automation model delivers faster value within complex, regulated workflows paired with real-world success stories. 

Posted July 02, 2025

Kusari, a leading innovator in software supply chain security, is releasing Kusari Inspector, an artificial intelligence (AI)-based pull request security tool that brings cutting-edge security risk analysis directly into developers' daily workflows. With Kusari Inspector, Kusari is bringing together a powerful combination of industry standards, AI, and dependency graph analysis, to help organizations detect software supply chain risks early during the pull request process, and address them before code integration, according to the company.

Posted July 02, 2025

For Oracle database administrators (DBAs), one of the most critical yet routine tasks is managing backups. Recovery Manager (RMAN), Oracle's native tool for backup and recovery, remains the go-to solution due to its robustness and flexibility. However, as database sizes grow and uptime demands increase, optimizing RMAN performance becomes essential.

Posted July 02, 2025

Oracle announced that AI innovators across the world are using Oracle Cloud Infrastructure (OCI) AI infrastructure and OCI Supercluster to train AI models and deploy AI inference and applications. Companies such as Fireworks AI, Hedra, Numenta, Soniox, and hundreds of other leading AI innovators have selected OCI for its scalability, performance, cost efficiency, choice of compute instances, and control over where to run their AI workloads, according to Oracle.

Posted July 02, 2025

Inside any database management system (DBMS), one can designate a specific data item as "null." The null represents the "existence" of a non-value, the nonexistence of a value, or…nothing. This sounds a bit like an oxymoron, a nonvalue value, but there it is. Each DBMS has its own implementation of null support, so what it does to be able to share with you that "there is no value" can differ. For example, rather than a value, there may be a group of bit flags associated with an individual data element, with one of those bits being an "I am null" flag. And because every DBMS has its own way of doing this, it is best not to think that by using a null, one is greatly saving on space usage. Space may be saved, or maybe not so much.

Posted July 02, 2025

The Overture Maps Foundation, a collaborative effort to build interoperable open map data, is offering the general availability of its Global Entity Reference System (GERS)—providing a unique ID for every geospatial entity, making it easier to build richer mapping solutions across industries such as automotive, local search, urban planning, ride-sharing, logistics, and more.

Posted June 30, 2025

IBM and RIKEN, a national research laboratory in Japan, today unveiled the first IBM Quantum System Two ever to be deployed outside of the United States and beyond an IBM Quantum Data Center. The availability of this system also marks a milestone as the first quantum computer to be co-located with RIKEN's supercomputer Fugaku—one of the most powerful classical systems on Earth, IBM said.

Posted June 30, 2025

Kioxia Corporation, a world leader in memory solutions, announced the prototype development and demonstration of its new KIOXIA CD9P Series PCIe 5.0 NVMe SSDs. These next-generation drives are the latest SSDs built with Kioxia's 8th generation BiCS FLASH TLC-based 3D flash memory.

Posted June 30, 2025

Parsons Corporation, in partnership with IBM, is being tapped by the government to offer a brand new, state-of-the-art air traffic control system. By combining Parsons' deep FAA experience, proven large-scale program delivery success, and systems engineering and integration capabilities with IBM's federal government and cross industry, systems integration experience, the collaboration aims to lay the foundation for a safer, more resilient aviation ecosystem. 

Posted June 30, 2025

The Splunk Threat Research Team is releasing v4.0 of Splunk Attack Range, an open source project that allows security teams to spin up a detection development environment to emulate adversary behavior and use the generated telemetry data to build detections in Splunk.

Posted June 27, 2025

Devart is releasing dbForge 2025.1, updating dbForge tools for all database systems, including SQL Server, MySQL, Oracle, and PostgreSQL along with the introduction of an AI-powered assistant. The dbForge AI Assistant is integrated into dbForge tools and offers context-aware query generation.

Posted June 26, 2025

The Linux Foundation is forming the Agent2Agent project with Amazon Web Services, Cisco, Google, Microsoft, Salesforce, SAP, and ServiceNow to foster an open and interoperable ecosystem for AI agents with the Agent2Agent (A2A) protocol and other interoperability technology.

Posted June 26, 2025

For several years now, cloud computing has been heralded as the ultimate solution for IT infrastructure, promising scalability, flexibility, and cost savings. Organizations of all sizes rushed to the cloud, enticed by its pay-as-you-go pricing and freedom from on-prem hardware constraints. However, an interesting shift is occurring: Some organizations are repatriating workloads from the cloud back to on-prem or hybrid environments. This phenomenon, known as cloud repatriation, is challenging the assumption that "cloud-first" is always the best strategy.

Posted June 26, 2025

Syncfusion, Inc., the enterprise technology provider of choice, is releasing Code Studio, an AI-powered code editor that enables development teams to move from concept to production faster and with greater cost efficiency while meeting enterprise standards for quality, security, and intellectual property (IP) exposure. 

Posted June 25, 2025

If you're reading this, you're likely an expert in something database related. You know everything there is to know about SQL, Microsoft Azure, data analytics, maybe more. Perhaps you're an IT specialist who knows your company's digital infrastructure from end to end. If you've spent some years in your role, you've realized that, in addition to your technical know-how, you've probably had to develop another set of skills—interpersonal ones.

Posted June 25, 2025

The U.S. government's recent tariffs on imported goods sent ripples across the U.S. manufacturing, distribution, and logistics sectors. As costs rise and margins tighten, organizations are being forced to reevaluate supply chains, pricing strategies, and inventory planning, Kore said in a recent blog post. At Kore, the company believes that data automation, digital transformation, and application integration are keys to increasing operational efficiency, in turn mitigating the negative impacts of tariffs on goods.

Posted June 25, 2025

Teradata, the provider of the most complete cloud analytics and data platform for AI, is unveiling Teradata AI Factory, a purpose-built, integrated solution for delivering Teradata's cloud-based AI/ML capabilities to on-prem deployments.

Posted June 24, 2025

Observo AI, an AI-native data pipeline company, and GuidePoint Security, a cybersecurity solutions leader, are partnering to bring advanced AI-powered security data pipeline capabilities to more enterprise customers. According to the vendors, this partnership delivers critical capabilities to large enterprises, financial services, healthcare, retail and ecommerce, and manufacturing organizations looking to modernize their security operations.

Posted June 20, 2025

DBTA's webinar, The Future of Data Platforms: Faster, Smarter, Easier, experts explored both the bright future and the nuanced complexities of modern data platforms, ultimately paving the way for increasingly scalable, cloud-native, and AI-ready solutions.

Posted June 19, 2025

From Surviving to Thriving With GenAI in Production: Lessons To Successfully Scale Your Data Layer, DBTA's latest webinar, featured the expertise from Amy Ghate, solutions architect, Elastic, and Virginia Stehle, solutions architect, Unstructured, as they explored how to build robust, clean GenAI data systems, from proper ETL pipeline creation to connecting data to downstream retrieval-augmented generation (RAG) apps.

Posted June 18, 2025

EnterpriseDB (EDB), the leading Postgres data and AI company, is announcing significant enhancements to EDB Postgres AI (EDB PG AI), the platform designed to help enterprises deploy and scale AI securely and compliantly across their Postgres environments.

Posted June 18, 2025

AI is no longer a speculative technology; it is a practical tool with clear, transformative implications for cyber resilience (CR) and disaster recovery (DR). While AI's potential is often overstated, its measured and strategic application can directly address some of the most persistent challenges in safeguarding organizational data and ensuring business continuity.

Posted June 18, 2025

xAI has selected Oracle to offer xAI's Grok models via Oracle Cloud Infrastructure (OCI) Generative AI service for a wide range of use cases, including content creation, research, and business process automation. xAI will also leverage the scalability, performance, and cost efficiency of OCI's leading AI infrastructure to train and run inferencing for its next-generation Grok models.

Posted June 18, 2025

Oracle is launching the Oracle Defense Ecosystem, a first-of-its-kind global initiative to redefine the delivery of defense and government technology innovation. The ecosystem is designed to strengthen U.S. and allied national security and help accelerate the disruptive potential of emerging defense technology by creating new opportunities for defense innovators to leverage the latest cloud and AI technologies.

Posted June 18, 2025

Cloudera, provider of a hybrid platform for data, analytics, and AI, is joining the AI-RAN Alliance, a global consortium committed to integrating AI into telecommunications infrastructure.

Posted June 17, 2025

Superblocks, the leading platform for secure enterprise application development, is announcing an expanded partnership with Databricks, yielding a native integration between Superblocks' multi-modal development experience and the Databricks Data Intelligence Platform.

Posted June 16, 2025

IBM unveiled its plans to build the world's first large-scale, fault-tolerant quantum computer, setting the stage for practical and scalable quantum computing. Estimated to be delivered by 2029, IBM Quantum Starling will be built in a new IBM Quantum Data Center in Poughkeepsie, New York and is expected to perform 20,000 times more operations than today's quantum computers.

Posted June 16, 2025

Hirundo, specialists in "machine unlearning," announced it has raised $8M in a recent seed funding round, enabling the company to continue developing solutions to "make AI forget" poisoned, malicious, and confidential data from trained AI models, biases, as well as hallucinations that pump out misinformation.

Posted June 12, 2025

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