{"id":8520,"date":"2025-08-16T15:05:37","date_gmt":"2025-08-16T15:05:37","guid":{"rendered":"https:\/\/stg.innov8-studios.com\/Semafora-2\/?page_id=8520"},"modified":"2025-08-26T13:29:57","modified_gmt":"2025-08-26T13:29:57","slug":"ontobroker","status":"publish","type":"page","link":"https:\/\/stg.innov8-studios.com\/semafora\/platforms\/ontobroker\/","title":{"rendered":"OntoBroker"},"content":{"rendered":"\n

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OntoBroker<\/h1>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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The Enterprise Reasoner for Explainable Ontologies<\/p>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Meet OntoBroker<\/h2>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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OntoBroker (OB) is an industrial-strength reasoning engine designed for active ontologies. Unlike many inference engines that remain stuck in academic prototypes, OntoBroker has been refined through decades of real-world enterprise deployments since the early 2000s. At its core, it runs the ObjectLogic stack—the successor to F-Logic 2—delivering a proven combination of expressivity, performance, and explainability for knowledge-driven systems.<\/p>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t
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Why Hybrid AI is different.<\/h2>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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The process<\/h6>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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05<\/h6>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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The Challenge<\/h2>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Most AI today is a black box. Large Language Models are powerful but opaque – they hallucinate, they can’t explain their answers, and they raise compliance concerns.<\/p>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Our Solution<\/h2>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Semafora takes a different approach. Our Hybrid AI platform fuses LLMs with symbolic reasoning. This means free text is understood in context – and every output is translated into explainable, rule-based logic.<\/p>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Your Advantage<\/h2>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Powerful AI you can actually trust, because every step is verifiable and compliant by design.<\/p>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Turn Spreadsheets Into…<\/h2>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t
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Knowledge Capture\n <\/h3>\t\t\t\t
Knowledge capture and rule authoring by subject-matter experts\n<\/p>\n\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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Ontology Debugging <\/h3>\t\t\t\t
Interactive querying, validation, and debugging of enterprise ontologies\n<\/p>\n\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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Explainable Apps\n <\/h3>\t\t\t\t
Building explainable, spreadsheet-driven apps that leverage OntoBroker reasoning\n<\/p>\n\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Core Capabilities<\/h2>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\tSemantic Data Modeling<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/h4>\t\t\t\t<\/div>\n\n\t\t\t\t
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Design rich, expressive ontologies with support for OWL, RDF, and SHACL. Model complex domains in a way that machines and people can understand.<\/p>\t\t\t\t<\/div>\n\n\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t
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\t\t\t\t\t \n\t\t\t\t\t\t\t\t\t\t\t\tData Integration & Interoperability<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/h4>\t\t\t\t<\/div>\n\n\t\t\t\t
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Declare concepts, rules, and facts via <\/span>=OB.DeclareAxioms(...); results and status messages are returned directly to cells.<\/p>\t\t\t\t<\/div>\n\n\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t
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\t\t\t\t\t \n\t\t\t\t\t\t\t\t\t\t\t\tReasoning & Validation<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/h4>\t\t\t\t<\/div>\n\n\t\t\t\t
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Apply built-in inference engines and rule-based logic to uncover hidden relationships, validate consistency, and ensure compliance with business and regulatory requirements.<\/p>\t\t\t\t<\/div>\n\n\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t
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\t\t\t\t\t \n\t\t\t\t\t\t\t\t\t\t\t\tCollaborative Knowledge Engineering<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/h4>\t\t\t\t<\/div>\n\n\t\t\t\t
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Empower teams to work together in real time with version control, annotations, and conflict resolution. Designed for both domain experts and technical users.<\/p>\t\t\t\t<\/div>\n\n\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t
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\t\t\t\t\t \n\t\t\t\t\t\t\t\t\t\t\t\tScalable Deployment<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/h4>\t\t\t\t<\/div>\n\n\t\t\t\t
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Run locally or in the cloud with flexible deployment options. Built to handle enterprise-scale datasets and mission-critical use cases.<\/p>
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\t\t\t\t\t \n\t\t\t\t\t\t\t\t\t\t\t\tDeveloper Ecosystem<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/h4>\t\t\t\t<\/div>\n\n\t\t\t\t
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Leverage extensions, APIs, and integrations with IDEs like Visual Studio Code for streamlined development, automation, and customization.<\/p>\t\t\t\t<\/div>\n\n\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t
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✦ Process<\/h6>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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How it works<\/h2>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Connect<\/h5>\t\t\t\t<\/div>\n\t\t\t\t
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Create a Manager to one or more OntoBroker servers and bind named ontology objects in the workbook.\n<\/p>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Declare axioms\/rules using ObjectLogic via worksheet functions (with syntax-colored editing on F2).\n<\/p>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Execute queries that spill to dynamic arrays for large, automatically sized result tables.\n<\/p>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Automate<\/h5>\t\t\t\t<\/div>\n\t\t\t\t
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Call Java\/Python helpers where needed; intermediate objects appear as named references in cells.\n<\/p>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Feature Updates<\/h6>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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What´s new<\/h2>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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In-Cell VS Code Editing <\/div>\t\t\t\t
Press F2 to open the active cell content in VS Code; save and exit to sync changes back into the sheet.\n<\/p>\n\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Google Analytics <\/div>\t\t\t\t
The F2 editor highlights ObjectLogic constructs for faster reading and fewer mistakes.<\/p>\n\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Still have a question? Browse documentation<\/u><\/a> or submit a ticket.<\/u><\/a><\/p>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Ready to get started?<\/h2>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Ready to unlock transparent AI for your enterprise? <\/p>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\n\t\t\t\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\tGet in Touch\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Innovators<\/span><\/span>Leaders 👨<\/span><\/span>Engineers 🔋<\/span><\/span>Entrepreneurs<\/span><\/span>Governance<\/span><\/span>Partners 📝<\/span><\/span> <\/span><\/span><\/h3>\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<\/body><\/html>\n","protected":false},"excerpt":{"rendered":"
OntoBroker The Enterprise Reasoner for Explainable Ontologies Meet OntoBroker OntoBroker (OB) is an industrial-strength reasoning engine designed for active ontologies. Unlike many inference engines that remain stuck in academic prototypes, OntoBroker has been refined through decades of real-world enterprise deployments since the early 2000s. At its core, it runs the ObjectLogic stack—the successor to F-Logic […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":6855,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-8520","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/stg.innov8-studios.com\/semafora\/wp-json\/wp\/v2\/pages\/8520","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stg.innov8-studios.com\/semafora\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/stg.innov8-studios.com\/semafora\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/stg.innov8-studios.com\/semafora\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/stg.innov8-studios.com\/semafora\/wp-json\/wp\/v2\/comments?post=8520"}],"version-history":[{"count":43,"href":"https:\/\/stg.innov8-studios.com\/semafora\/wp-json\/wp\/v2\/pages\/8520\/revisions"}],"predecessor-version":[{"id":12404,"href":"https:\/\/stg.innov8-studios.com\/semafora\/wp-json\/wp\/v2\/pages\/8520\/revisions\/12404"}],"up":[{"embeddable":true,"href":"https:\/\/stg.innov8-studios.com\/semafora\/wp-json\/wp\/v2\/pages\/6855"}],"wp:attachment":[{"href":"https:\/\/stg.innov8-studios.com\/semafora\/wp-json\/wp\/v2\/media?parent=8520"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}