Data Modeling Articles
The evolution of data architecture is accelerating. In 2025, 85% of DBTA subscribers reported plans to modernize their data platforms—driven largely by the explosive rise of GenAI and large language models. Modernization has shifted from a strategic advantage to a business necessity. To power AI-driven innovation, organizations need intelligent, interconnected data platforms that unify information, enable real-time insights and scale with agility.
Posted March 02, 2026
Confluent, Inc., the data streaming pioneer, is offering new Confluent Intelligence capabilities that connect artificial intelligence (AI) agents and uncover more accurate, intelligent data analysis.
Posted March 02, 2026
CIQ, the founding support and services partner of Rocky Linux, is releasing Rocky Linux from CIQ Pro (RLC Pro), a commercially supported Enterprise Linux subscription that transforms how organizations consume production-grade infrastructure—providing a strong foundation for next-generation software infrastructure, including AI, HPC, and security hardened options.
Posted February 27, 2026
Bindplane is introducing destinations for the VictoriaMetrics ecosystem, making it easier to collect, process, and route OpenTelemetry metrics, traces, and logs at scale. Users can directly connect VictoriaMetrics' high-performance storage engines to Bindplane's vendor-neutral, OpenTelemetry-native telemetry pipeline, Bindplane said.
Posted February 26, 2026
ControlMonkey is extending its Cloud Configuration Disaster Recovery solution to leading network vendors, including Cloudflare, Fastly, Akamai, and F5 to bring visibility and automated recovery to routing, DNS, and edge configurations.
Posted February 26, 2026
Platform Engineering Labs is updating formae, its open source Infrastructure-as-Code (IaC) platform, adding beta support for four additional cloud providers and evolving formae into a platform designed to be extended directly by infrastructure builders.
Posted February 26, 2026
CloudCasa, a leader in cloud-native data protection, is introducing new enhancements to its backup and recovery platform designed to support Red Hat OpenShift environments across core, edge, and hybrid cloud deployments.
Posted February 25, 2026
Joule with SAP Signavio solutions is now generally available, helping users, analyze, and manage business processes using natural language. According to SAP, Joule is an AI solution that turns siloed data and tasks into intelligent, connected workflows that help improve decisions, speed up end-to-end processes, and create a unified AI experience across SAP and non-SAP systems.
Posted February 25, 2026
Vasion, a leader in serverless printing and Intelligent Print Automation, announced that Vasion Output has achieved SAP certification as integrated with GROW with SAP and integrated with RISE with SAP S/4HANA Cloud.
Posted February 25, 2026
SAP opened its defense innovation hub in Munich, Germany, underscoring its long-term commitment to strengthening digital readiness as a core element of modern defense capability. The hub is launched as armed forces and security institutions face increasing pressure to manage complex missions across allies, domains, and supply chains while maintaining resilience, transparency, and control.
Posted February 25, 2026
As agentic AI continues to expand across the IT landscape, many processes are being automated. However, some processes are still better managed by humans than by machines. Rather than thinking of applying AI wherever possible and over-automating, leaders should think about the most beneficial uses of the technology and begin implementation of the technology in those areas first before expanding further.
Posted February 25, 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 February 25, 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 February 25, 2026
With the first half of the 2020s "done and dusted," it's time for organizations to take stock of where they are on their journey. As 2026 begins, DBTA presents the annual MultiValue (MV) Special Report and asks MV executives to address several questions
Posted February 25, 2026
Zenarmor, Inc., offering secure access and network security, is rolling out its Zenarmor SASE Channel Partner Program—a program designed to enable MSPs, MSSPs, ISPs, and security-focused partners to deliver, operate, and monetize SASE services without centralized cloud PoPs, service chaining, or architectural lock-in.
Posted February 24, 2026
Collate, Inc., the semantic intelligence company, is introducing powerful capabilities that give AI agents and other AI workflows a deep semantic understanding of enterprise data assets, relationships, and context—transforming metadata into a usable semantic graph.
Posted February 24, 2026
As organizations scale their AI and analytics efforts, a data architecture that is "up to snuff" is even more critical to business success. Data teams are being asked to deliver faster insights, stronger governance, and AI-ready data, all while keeping costs and complexity in check.
Posted February 23, 2026
Qdrant is releasing platform version 1.17.0—updating search latency, introducing relevance feedback query, and deploying greater operational observability. This release introduces a new Relevance Feedback Query as a scalable, vector-native approach to incorporating relevance feedback.
Posted February 23, 2026
Snowflake, the AI Data Cloud company, announced that Cortex Code CLI, Snowflake's AI coding agent for local development environments, is expanding beyond Snowflake-native workflows to support any data source across systems, starting with dbt and Apache Airflow (now generally available).
Posted February 23, 2026
BMC, a global leader in software solutions, has signed a strategic collaboration agreement (SCA) with Amazon Web Services (AWS) to help companies orchestrate application workflows and data pipelines at scale.
Posted February 23, 2026
IBM is unveiling the next generation of IBM FlashSystem, co-run by agentic AI, ushering in a new era of autonomous storage. By enhancing FlashSystem's existing AI capabilities with agentic AI, IBM is redefining resilience through sustained protection, autonomous threat analysis, and customized recovery recommendations, the company said.
Posted February 23, 2026
Cloudera, the only company bringing AI to data anywhere, is expanding Cloudera AI Inference and Cloudera Data Warehouse with Trino to on-premises environments, enabling customers to harness advanced AI and analytics directly from within their data centers.
Posted February 23, 2026
Selector, a leader in AI-driven observability and network intelligence, announced it has secured $32 million in a recent funding round, enabling the company to accelerate AI innovation, product development, global go-to-market expansion, and customer success.
Posted February 20, 2026
Liquibase, a leader in Database Change Governance, announced the release of Liquibase Secure 5.1, extending modeled Change Control to Snowflake—enabling enterprises to govern Snowflake control plane changes with the same rigor and automation they already apply to schema evolution, closing a critical gap in data platform security, compliance, and AI readiness.
Posted February 20, 2026
Kong Inc., a leading developer of API and AI connectivity technologies, announced that Solace, the real-time data and agentic AI company, has joined Kong's Premium Technology Partner Program.
Posted February 19, 2026
Oracle announced that the Centers for Medicare & Medicaid Services (CMS) has selected Oracle Cloud Infrastructure (OCI) to consolidate and migrate select on-premises workloads to the cloud. OCI will support CMS' modernization efforts by providing secure, scalable cloud infrastructure for the agency's mission-critical systems.
Posted February 18, 2026
Cisco is introducing a variety of enhancements to its security portfolio to help enterprises adopt agentic AI with confidence—combining agent protection, interaction governance, and resilient connectivity for AI-driven workflows.
Posted February 17, 2026
Black Duck, a leader in AI-powered application security, is offering a powerful set of enhanced Black Duck Polaris Platform integrations across all major source code management (SCM) platforms—including GitHub, GitLab, Azure DevOps, and Bitbucket.
Posted February 17, 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 February 12, 2026
It seems every enterprise is primed for AI and all the good things it promises to deliver. However, in many cases, organizations are finding that their data infrastructures aren't ready. More than one-third of data managers responding to a new survey believe their data infrastructure will fail under the weight of AI in the coming year.
Posted February 12, 2026
Call it the great shift for database professionals. Many a "doomer-and-gloomer" has suggested that data professionals may be seeing their roles usurped by automation and skills appropriation to other technology professionals such as developers. However, this may be the early stages of a new era for those in the profession—the rise of the renaissance data manager.
Posted February 12, 2026
The role of the database administrator (DBA) has never been static. From the early days of punch cards and mainframes to today's cloud-native, AI-assisted environments, DBAs have always had to evolve. But as we step into 2026, the definition of a "great DBA" is shifting in ways that go beyond technical prowess.
Posted February 12, 2026
For decades, every major technological breakthrough has sparked fear about job loss. From steam engines to computers, new tools were once seen as threats to human work. But each wave of innovation brought transformation, not extinction. Work did not disappear—it evolved. Today, AI and digital technologies are raising similar concerns. Headlines often focus on what machines can replace, rather than what they enable.
Posted February 12, 2026
BlueFinity's Evoke platform is helping seasoned MultiValue and Microsoft Developers, as well as new Pick Programmers and citizen developers, create new business apps and modernize legacy applications in a fraction of the time and cost of long-hand coding.
Posted February 12, 2026
In 2026, data engineering isn't just about managing data—it's about building intelligent systems that power business strategy. Companies are moving beyond batch warehouses to real-time, cloud-native ecosystems that deliver insights instantly.
Posted February 11, 2026
Datadog, Inc., the AI-powered observability and security platform for cloud applications, is introducing Feature Flags—unifying feature management with observability to help engineering teams release new functionalities fast without compromising reliability. The product is now generally available and integrates natively across Datadog APM and RUM.
Posted February 10, 2026
Precisely, a global leader in data integrity, is launching StreetPro Discover, a new dataset designed to help organizations unlock the value of street data for conversational AI systems.
Posted February 10, 2026
IBM announced it is being selected to support the Missile Defense Agency's Scalable Homeland Innovative Enterprise Layered Defense (SHIELD) program. This indefinite-delivery/indefinite-quantity (IDIQ) contract, with a ceiling of $151 billion, encompasses a broad range of work areas that allow for the rapid delivery of innovative capabilities to the warfighter with increased speed and agility.
Posted February 09, 2026
IBM announced it's soliciting a global request for proposals (RFP) for the next cohort of the IBM Impact Accelerator focused on AI for transformative education and workforce development. The program invites nonprofits or government organizations, including academic institutions, to collaborate with IBM on developing solutions that help people learn more effectively, navigate career transitions, and access the jobs needed to build economic resilience.
Posted February 09, 2026
SolarWinds, a leading provider of simple, powerful, secure observability, and IT management software, is revitalizing its partner program—introducing new benefits, enablement, and demand generation investments designed to help partners scale, compete more effectively, and deliver stronger customer outcomes. The announcement was made at SolarWinds' 2026 Partner Summit.
Posted February 06, 2026
Submissions for nominations are now open for the annual Database Trends and Applications Readers' Choice Awards, a competition in which the winning information management solutions, products, and services are selected by you, the users. The nominations period is open through March 6, 2026, and will be followed by actual voting on the products nominated by our readers.
Posted February 06, 2026
NV5, a leading provider of geospatial software and services, is releasing GeoAgent, an agentic AI platform that automatically discovers and analyzes data and produces geospatial intelligence using natural language interaction.
Posted February 04, 2026
Oracle Financial Services is transforming banking with an enterprise-class suite of AI-infused applications, design tools, frameworks and pre-built AI agents. According to Oracle, with these advancements, banks can benefit from intelligent, conversational interfaces, and autonomous AI agents.
Posted February 04, 2026