{"id":252568,"date":"2025-04-22T15:19:05","date_gmt":"2025-04-22T13:19:05","guid":{"rendered":"https:\/\/gws-sso-test.graphwise.ai\/text-classification\/"},"modified":"2025-04-22T15:19:05","modified_gmt":"2025-04-22T13:19:05","slug":"text-classification","status":"publish","type":"page","link":"https:\/\/gws-sso-test.graphwise.ai\/de\/text-classification\/","title":{"rendered":"Concept Tagging"},"content":{"rendered":"\n

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Home<\/a><\/span> \u00bb Concept Tagging<\/span><\/span><\/div>\n\n\n

Concept Tagging<\/h1>\n\n\n\n

Automatically categorize and enrich your unstructured content at scale<\/h2>\n\n\n\n
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Watch the webinar<\/span><\/a><\/div>\n\n\n\n
Success story<\/span><\/a><\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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Limitations<\/a><\/div>\n\n\n\n
LLMs and Knowledge Graphs<\/a><\/div>\n\n\n\n
Key benefits<\/a><\/div>\n\n\n\n
Useful Resources<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n
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Most companies have thousands of documents scattered across different systems, making content discovery a major bottleneck. Manual tagging takes endless hours and leads to inconsistent categories, while basic keyword search fails whenever someone searches for a concept using different words\u2014like searching for “blue sweater” when a document says “navy pullover.”<\/p>\n\n\n\n
Graphwise solves this by combining Large Language Models with Knowledge Graphs to automatically analyze text and understand what it actually means. By bridging human language with enterprise rules, it delivers automatic, context-aware, and auditable tags<\/strong> that stay accurate across all your company’s files.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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Manual tagging and standard prompts fall short<\/h3>\n\n\n\n
Organizing enterprise content has always been a bottleneck. While AI has made initial tagging easier, off-the-shelf approaches introduce major risks:<\/p>\n\n\n\n
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Manual tagging<\/strong> is slow, prone to errors, and impossible to maintain across millions of legacy files<\/li>\n\n\n\n
Standard LLM prompts<\/strong> lack trust and internal company context<\/li>\n\n\n\n
Traditional search<\/strong> relies on exact keyword matches, completely missing implied concepts, related events, and multi-hop relationships<\/li>\n<\/ul>\n<\/div>\n\n\n\n
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The best of both worlds: Language and Trust<\/h3>\n\n\n\n
Graphwise combines Large Language Models with Knowledge Graphs to deliver deterministic, auditable, and context-aware metadata tagging for high-stakes industries:<\/p>\n\n\n\n
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LLMs read messy, unstructured documents to spot key concepts, entities, and implied meanings<\/li>\n\n\n\n
Smart linking engines analyze surrounding context to clear up ambiguities<\/li>\n\n\n\n
Extracted tags are verified against your Knowledge Graph so they strictly follow your company’s categories and industry standards<\/li>\n\n\n\n
Every document creates permanent, traceable tags that make your internal search and analytics instantly smarter<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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Integrability<\/h3>\n\n\n\n
Graphwise already has out-of-the-box integrations with widely used platforms like SharePoint<\/strong>, Adobe Experience Manager<\/strong>, and Tridion Docs<\/strong>. Thanks to its rich API, it is highly integrable with any enterprise content or data management system. With Graphwise Knowledge Management Suite, you can transform your workflow without making any major changes to your existing systems.<\/p>\n<\/div>\n\n\n\n
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Enterprise-grade tagging built for high-stakes accuracy, consistency, and compliance<\/h2>\n\n\n\n
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Context-aware & reliable<\/h3><\/div>\n\n\n\n
Eliminate random AI mistakes and tag drift with graph-backed rules that deliver consistent, accurate results every time<\/p><\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n
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Inference over keywords<\/h3><\/div>\n\n\n\n
Automatically tag hidden or unstated topics\u2014like mapping complex compliance language to specific risk categories without relying on exact word matches<\/p><\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n
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Auditable & reusable<\/h3><\/div>\n\n\n\n
Turn AI outputs into permanent, fully traceable metadata that satisfies regulatory standards and feeds your search engines and downstream tools<\/p><\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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Explore Our Success Stories:<\/h2>\n<\/div>\n\n\n\n\n
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\n \n $\"Turning$ \n <\/a>\n
\n Success Story<\/span>\n
Turning a Legacy Thesaurus into a Strategic Knowledge Asset<\/h2>\n
With Graphwise\u2019s Data Management Suite, CABI transformed its outdated, single-use thesaurus for smarter search.<\/p>\n Read more<\/a>\n <\/div>\n <\/div>\n <\/div>\n
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\n \n $\"JobTeaser:$ \n <\/a>\n
\n Success Story<\/span>\n
JobTeaser: Building Tailored User Profiles for Career Navigation with Ontologies<\/h2>\n
JobTeaser used Graphwise\u2019s Data Management Suite to build ontologies and controlled vocabularies.<\/p>\n Read more<\/a>\n <\/div>\n <\/div>\n <\/div>\n
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\n \n $\"Building$ \n <\/a>\n
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Building a Collaborative Knowledge Hub for AI-Powered Predictive Intelligence<\/h2>\n
Sensing Clues implemented Graphwise\u2019s Knowledge Management Suite to build vast organizational knowledge models.<\/p>\n Read more<\/a>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n<\/div>\n<\/div>\n\n\n\n
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On-demand Webinar<\/h2>\n\n\n\n
This on-demand webinar will teach you all there is to know about auto classification and its applications to the business world.<\/p>\n<\/div>\n\n\n\n
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