New Tanzu Data Intelligence brings the Genai application team to a multimodal lakehouse with predictable cost, performance and elastic scale to a private cloud based on VMware Cloud Foundation
Las Vegas – VMware Explore2025—August 26th, 2025 –Broadcom Inc. (NASDAQ: AVGO) today announced the availability of VMware Tanzu Data Intelligence. It is a data lakehouse platform that provides unified low latency access to unified low latency data to multimodal data to drive faster, safer analytics, applications, and agent AI. The company has also introduced VMware Tanzu Platform 10.3. This accelerates the secure development and integration of Genai capabilities into both new and existing enterprise applications.
AI has often created opportunities to accelerate the creation of new software based on its own enterprise data and inject more intelligence into enterprise applications. However, according to Gartner®, “Until 2026, 30% of Generated AI (Genai) projects will be abandoned after proof of concept due to low data quality, inadequate risk management, increased costs, or unclear business value.” (1) According to multiple analysts, up to 90% of enterprise data is unstructured and little access to analysis and use in applications. (2)
“Business leaders who want to be part of the next wave of AI applications, such as personalized customer experiences and agent workflows, understand that modern apps and data architectures are essential to the development cycle.” “Many organizations are investing in application platforms and turning their eyes to the SAAS platform to modernize their data strategies, but are fighting the unpredictability of silos between applications and data teams and the impossibility of the cost of data movement within and across cloud environments. Combined with TANZU data intelligence, Tanzu Intelligence uses the cost of modern multimodal data patterns for their customers.
Tanzu Data Intelligence integrates seamlessly with the Tanzu Platform to help applications and AI teams build AI applications that drive low-latency, real-time data (not where you live, but not where you live).
Tanzu Data Intelligence: Innovate faster with AI Ready data
Tanzu Data Intelligence is designed to solve these challenges head on. It is the latest data lakehouse platform that transforms enterprise data into strategic advantages. Integrate intake, processing, queries and AI/ML enablements into a single enterprise-grade solution built to meet the needs of today's most complex and regulated organizations.
At the heart of Tanzu Data Intelligence is enterprise-grade data Lakehouse architecture. Dedicated to handle diverse, large workloads with performance, flexibility and governance.
Tanzu Data Intelligence offers unified access to diverse data across environments, whether structured, unstructured, native or federated, easily scales from terabytes to petabytes, with millisecond latency and massive concurrency of data, users and APIs. Allows a complete data lineage to enable sovereignty and governance, making it easier for the data to understand which results were informed while improving observability. One platform for multiple use cases (transactions, agents, smart applications, decision support, model training and tuning, data science) also provides native vector search of scale, allowing SQL queries and semantic similarity searches between vectorized data in a single powerful environment.
Surrounding this core are specialized components that support the full lifecycle of modern data and AI applications.
- Intake and workflow orchestration: Streams and batch pipelines allow seamless movement and data conversion from multiple sources, supporting real-time data flow and event-driven architectures.
- Federation Query Services: Intelligent Query Layer provides unified access across a variety of data sources, providing high concurrency, workload optimization and AI preparation without the need for data replication.
- Container calculation service: When combined with the Tanzu platform, it can be resiliently reduced to meet the needs of dynamic AI, analytics, and app workloads.
- Real-time data services: The memory and transactional data layer supports low latency access for operational intelligence, digital experiences and real-time decision-making.
- Advanced analysis and AI/ml: Support incorporating support for predictive models, vector processing, and agent workflows enables developers and data scientists to build genai-powered applications faster.
Together, these layers make Tanz's data intelligence a powerful platform for modern enterprise needs, from business intelligence to genai, governed self-service to scalable app-integrated data experiences.
Tanzu Platform 10.3 with Tanzu Hub Enhancements provides radical security transparency and fleet management
Broadcom's Tanzu division is a leader in application delivery and AI innovation, and introduced Tanzu Platform 10 at Explore in 2024. Tanzu Platform abstracts the complexities of server provisioning and networking management, with the aim of providing developers with a simple, seamless experience that helps developers create code faster.
With continued R&D investments in Cloud Foundry cores, Tanzu Platform 10.3 offers platform engineers operational control, visibility, and out-of-the-box observability dashboards. These advancements underpin powerful new features and use cases such as fleet management across apps and platforms, security, visibility into health for services, and AI middleware to deliver enterprise-ready AI applications and services. Tanzu Platform focuses on innovation and provides the ultimate platform as a service (PAAS) experience for VCF 9 application and platform teams.
Introducing Tanzu Platform 10.3:
- Service Publishing on the Tanzu Platform Marketplace: New service publishing in the Tanzu Platform Marketplace allows app developers to deliver applications as services, improving collaboration, simplifying architecture and increasing scalability.
- Granular AI Model Service Plan: New AI model allocation capabilities and architecture updates for broader integration via Webhooks, enabling platform teams to provide greater control, security and cost management, and promoting private and public AI models compliance and responsible AI practices.
- Automatic modernization of existing application portfolios: New application onboarding and modernization capabilities within the Tanzu platform allow teams to identify, refactor and automate application migration and modernization, improving performance, reducing costs and reducing operational burdens.
- Transparent security using the new vulnerability dashboard: Tanzu Hub's new vulnerabilities Insights dashboard provides fundamental security transparency by visualizing comprehensive risk exposures for applications and platform components, allowing faster triaging and remediation of security vulnerabilities.
- Observability of integrated data services:Tanzu Hub includes the observability of an integrated data service with ready-to-use dashboards. Collectively, these new dashboards bring greater visibility into alerts, performance, trends and bottlenecks.
AI Reference Architecture Helping App Teams accelerate AI App Delivery
In line with Tanzu's mission to help platform teams build AI apps faster, the company offers “AI starter kits” for the Tanzu platform. It includes tools and custom code for automatic stand-up of Tanzu Platform Services for AI, as well as a how-to guide to strolling through application teams on how to set up a small foundation and deploy your first AI application. Organizations with today's Tanzu platforms can quickly evaluate AI capabilities without undergoing a complete platform upgrade, including organizations with previous versions (OPS MAN 3.0.28 or later).
For more information
Read about the introduction of Tanzu Data Intelligence and the release of Tanzu Platform 10.3. For more information about VMware Tanzu, visit tanzu.vmware.com.
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About Broadcom
Broadcom Inc. (NASDAQ: AVGO) is a global technology leader designing, developing and delivering a wide range of semiconductors, enterprise software and security solutions. Broadcom's category-leading product portfolio serves critical markets such as cloud, data centers, networking, broadband, wireless, storage, industrial, and enterprise software. Our solutions include service providers and enterprise networking and storage, mobile devices and broadband connectivity, mainframes, cybersecurity, private and hybrid cloud infrastructures. Broadcom is a Delaware company headquartered in Palo Alto, California. For more information, please visit www.broadcom.com.
- Gartner Journey Guide to Achieving AI Success Through AI Ready Data, July 2025
- MIT Management, Sloan School, Unstructured Data Power Tap, February 2021
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