--- source_url: "https://www.stardog.com/?utm_source=openai" title: "The Knowledge Graph-Powered Semantic Layer | Stardog" mirrored_at: 2026-08-17T13:02:59.051Z host: www.stardog.com cited_in_42a: true mirror_canonical: "https://index.42a.ai/www.stardog.com/index__q__utm_source_openai" --- > **Original source:** https://www.stardog.com/?utm_source=openai ## AI with more I Finally, AI that understands _your_ business—open, scalable, traceable, and trustable, with every decision strengthened by human intelligence. ## Semantic AI platform for the enterprise The Stardog knowledge-graph-powered semantic AI platform unifies enterprise data where it lives, and adds the semantic context AI agents need to understand it—without locking you into a proprietary environment. The reality is, [95% of GenAI pilots fail](https://mlq.ai/media/quarterly_decks/v0.1_State_of_AI_in_Business_2025_Report.pdf) to deliver measurable ROI. AI has a data problem that requires a semantic approach connecting all enterprise data with relevant context that is accurate in real-time. As the long-standing experts in semantics and knowledge graphs, Stardog does just that: delivers on the promise of AI with an open, purpose-built semantic AI platform for the enterprise. [Learn more](https://www.stardog.com/product/) ![Agentic AI — Claude, ChatGPT, and Perplexity connecting to the Stardog knowledge graph](https://www.stardog.com/img/home/features/features-row-1-new.webp?_cchid=b530299ba1700c21a318ffbef3100b11) ## Ontology-driven intelligence Ontologies give AI a shared understanding of your business by defining the concepts, relationships, and rules behind your data. Stardog’s ontology-driven approach captures your organization’s logic in a reusable semantic layer, so every model, application, and agent can reason from the same trusted context. The result is more accurate answers, fewer hallucinations, and a clearer path from fragmented enterprise data to intelligence you can trust. ![Agentic AI — Claude, ChatGPT, and Perplexity connecting to the Stardog knowledge graph](https://www.stardog.com/img/home/features/features-row-1-new.webp?_cchid=b530299ba1700c21a318ffbef3100b11) ## Streamline data analytics With ready access to the richest, most flexible knowledge graph-powered semantic layer, explainable AI, and reusable data modeling, data engineers and scientists can be 95% more productive. Use Stardog to create and expand semantic data models, understand any data interrelationship, and run federated queries to speed time to insight. [Learn more](https://www.stardog.com/platform/) ![Streamline data analytics with the Stardog semantic layer](https://www.stardog.com/img/home/features/features-row-2.gif?_cchid=ddebc27da836963d74e47565864b6e69) ## Access data anywhere, anytime to reduce costs Stardog offers the most advanced graph data virtualization and high-performance graph database — up to 57x better price/performance — to connect any data lakehouse, warehouse or enterprise data source without moving or copying data. Scale use cases and users at lower infrastructure cost with our knowledge graph-powered semantic layer. [Learn more](https://www.stardog.com/platform/) ![Stardog connects data sources across AWS, IBM DB2, Jira, Hive, Sailfish and more](https://www.stardog.com/img/home/features/features-row-3.svg?_cchid=a8f3cd0b5b7a09d5fc0adc8ff2a8cf7d) ## Unleash new insights Stardog’s knowledge graph applies expert knowledge dynamically at query-time to uncover hidden patterns or unexpected insights in relationships that enable better data-informed decisions and business outcomes. [Learn more](https://www.stardog.com/platform/) > From an agility perspective, we saw dramatic benefit — a time-to-result improvement of, easily, 50% or more. [ ### Analytics Modernization Unify siloed data and definitions so analytics teams can move faster, trust their insights, and explain results with confidence. Explore Analytics Modernization ](https://www.stardog.com/use-cases/analytics-modernization/)[ ### Data Fabric Create a semantic data fabric that connects distributed systems without moving data, delivering access anywhere, anytime. Explore Data Fabric ](https://www.stardog.com/use-cases/data-fabric/)[ ### Data Lake Acceleration Add meaning and context to data lakes so teams can find the right data faster and analyze it without complex rework. Explore Data Lake Acceleration ](https://www.stardog.com/use-cases/data-lake-acceleration/)[ ### Drug Discovery Unify siloed data and definitions so analytics teams can move faster, trust their insights, and explain results with confidence. Explore Drug Discovery ](https://www.stardog.com/use-cases/drug-discovery/)[ ### Operational Risk Reveal connections across systems to detect risk earlier, investigate incidents faster, and support informed decision-making. Explore Operational Risk ](https://www.stardog.com/use-cases/operational-risk/)[ ### Supply Chain Link data across suppliers, logistics, and operations to improve visibility, resilience, and response to change. Explore Supply Chain ](https://www.stardog.com/use-cases/supply-chain/) - Financial Services & Banking - Government Agencies - Life Sciences - Manufacturing - Financial Services & Banking - Government Agencies - Life Sciences - Manufacturing - ## Financial services & banking Providing financial services and insurance teams the platform to make AI intelligent, delivering on the promise of operational efficiencies, mitigated risk, ensured compliance, and accelerated speed to market. [Explore Financial Services & Banking](https://www.stardog.com/industries/financial-services/) - ## Government agencies Empowering government agencies with immediate and hallucination-managed insights to enhance mission-critical decision-making, improve data interoperability, and strengthen security and compliance across operations. [Explore Government](https://www.stardog.com/industries/government/) - ## Life sciences Providing health and life sciences teams immediate and hallucination-managed insights to get the answers they need to deliver fast data answers and accelerate speed to market with new products and services. [Explore Use Cases](https://www.stardog.com/industries/life-sciences/) - ## Manufacturing Providing Manufacturing and CPG teams immediate and hallucination-managed insights to achieve end-to-end customer and supply chain visibility, minimize risk, and accelerate innovation. [Explore Manufacturing & CPG](https://www.stardog.com/industries/manufacturing/) Case Study ### Supporting NASA's deep space missions NASA faces typical systems engineering hurdles; myriad divisions and contractors working across several disciplines require specialized cuts of data from complex datasets. Stardog provides needed data in a fraction of the time to support mission-critical decisions. [Read Case Study](https://www.stardog.com/company/customers/nasa/) Case Study ### Driving faster research through Stardog Boehringer Ingelheim used Stardog to connect data across the company, improving research efficiency, accelerating drug discovery and enabling bioinformaticians and analysts to quickly access the full body of institutional knowledge. [Read Case Study](https://www.stardog.com/company/customers/boehringer-ingelheim/) Case Study ### Accelerating the fight against infectious diseases Stardog powers the MIDAS digital catalog of predictive epidemiological models of infectious diseases. When outbreaks occur, scientists can search a wide range of disease models, scientific research, and population data to quickly find the resources needed to halt the disease's spread. [Read Case Study](https://www.stardog.com/company/customers/nih/) Case Study ### SpringerMaterials Accelerates Research With Semantic Search Springer Nature transformed their rich publication history into a new digital product, SpringerMaterials, using a Knowledge Graph. Learn how SpringerMaterials helps materials scientists conduct more effective research by providing fewer, more relevant results. [Read Case Study](https://www.stardog.com/company/customers/springer-nature/) ## Learn how to use your existing stack with Stardog to build a knowledge graph-powered semantic layer See how Stardog builds shared meaning and trusted context across your existing stack, connecting data from MDM, data integration, data catalogs, warehouses, and graph databases for analytics and AI enablement.