White paper

How Your Existing Enterprise Taxonomy Unlocks Advanced GenAI

Leveraging Structured Knowledge to Ground Trustworthy Generantive AI Outcomes

 

Are you a taxonomist or knowledge manager who has spent years meticulously crafting enterprise taxonomies? You've built a robust system for organizing information, but are you truly leveraging its power to solve your organizations biggest knowledge challenges?

In the age of Generative AI (GenAI), your existing investment in enterprise taxonomies is more valuable than ever. But without the right strategy, you risk inaccurate AI outputs, wasted resources, and missed opportunities. This isn’t just about better search or navigation—it's about empowering your organization with deterministic, accurate, and trustworthy AI that drives real business results.

This essential guide reveals:

Why your existing enterprise taxonomy is a unique and strategic AI asset for advanced GenAI applications.
How to overcome the limitations of large language models (LLMs), such as AI hallucinations and non-determinism, with your structured data and controlled vocabulary.
The power of retrieval augmented generation (RAG) enhanced by your ontologies and knowledge graphs. Learn how effective RAG retrieval and context optimization lead to superior outcomes.
Tangible ROI you can achieve by leveraging your enterprise taxonomy, including faster information retrieval, faster decision-making, significantly reduced risk, and reduced workload through AI task automation.
How to future-proof your GenAI for autonomous AI agents and ensure data privacy and security, addressing crucial aspects of GenAI compliance and AI data governance. This is your path to true AI readiness.

Don't let your valuable data remain an untapped resource. Download the white paper now and secure Your competitive advantage today!

Trusted by Industry Leaders

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Differentiators

Leading the Way in Deterministic GenAI

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Seamless Integration

Our unified enterprise GenAI platform integrates your existing enterprise taxonomies, ontologies, and knowledge graphs with enterprise-grade GenAI This is key for effective GenAI integration and semantic data integration.

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Semantic Power

Native RDF support enables advanced ontological management, AI ontology, and robust machine reasoning, forming a powerful semantic layer.

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Deterministic Control

Rigorously structured knowledge ensures reliable, explainable, and auditable AI outputs for high-stakes applications, promoting trustworthy AI.

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Fortified Security

Granular access control and data privacy features protect sensitive financial information and ensure compliance, vital for enterprise data governance.

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Proven Expertise

30+ years serving global financial leaders with successful knowledge management solutions.

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Hybrid AI Approach

Combining knowledge graphs and retrieval augmented generation (RAG) with LLMs delivers superior accuracy, transparency, and control, built on a strong AI foundation.

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Automated Graph Building

Accelerate knowledge graph creation and knowledge graph implementation with automated data classification for AI, intelligent metadata tagging, and knowledge automation, cutting the time-to-value of graph-informed enterprise RAG deployments, improving AI data readiness. 

Delivering Success

Empowering Leading
Organizations Across Industries

Food Service Industry

International Telecoms Provider

Professional Services Marketplace

Quick-Service Restaurant

Up to

90%

response accuracy

Challenge
  • Complex ordering experience in a quick-service restaurant serving thousands of customizable product variants.
  • Difficulty access to health-critical information about allergen-containing ingredients, highlighting the challenge of managing unstructured data alongside structured data.

solution
  • Manually curated enterprise taxonomy and ontology created using Graphite’s user-friendly graphical user interface.
  • Combined semantic Knowledge Graph with the Agent Framework to intelligently identify products, properties, or relationships, showing the power of structured data AI.
  • Creation of a GenAI platform to incorporate a growing number of value-adding services, improving AI readiness.

International Telecoms Provider

92%

shorter mean-time to initial resolution

Challenge
  • Slow incident management activities for over 100 million deployed IoT devices using a variety of network technologies.
  • Extensive and time-consuming ticket qualification process in the event of a device failure.

solution
  • Automated incident qualification workflow facilitated by Squirro’s AI Platform.
  • Reliance on Knowledge Graphs to ensure that customers provide all information required for ticket creation.
  • Accurate ticket assigned to the appropriate incident workflows, with digital agents initiating the next steps.
  • Consistent achievement of guaranteed SLAs, providing a significant competitive advantage.

Professional Services Marketplace

Up to

86.7%

faster customer query responses

Challenge
  • Improve management of vast amounts of unstructured data from various sources.
  • Enhance overall customer experience by providing more accurate, relevant, and timely search results.

solution
  • Implemented Squirro's AI-driven search solution with knowledge graphs to process and analyze unstructured data from multiple data sources.
  • Developed custom “information cards” to provide synthesized search results, making it easier for users to find the right tradesperson for their tasks.
  • Significantly improved customer experience, providing users more relevant and timely results.
Whitepaper

Unlock the Hidden Power of Your Existing Data: Transform Your Business with Enterprise-Grade GenAI

Stop leaving valuable knowledge dormant, including both structured and unstructured data. Discover how your carefully built enterprise taxonomy is the key to unlocking the true potential of Generative AI and achieving unprecedented ROI, by making your data AI-ready through advanced data preparation.

Don't Get Left Behind -
The Deterministic AI Future is Here.

Industry leaders are already leveraging GraphRAG to redefine decision-making, building out their competitive edge. Are you ready to seize yours?