White paper

Closing the Gap in Generative AI Accuracy

How Taxonomies, Ontologies, Knowledge Graphs, and Retrieval-Augmented Generation Lay the Foundation for Accurate, Deterministic Generative AI

 

Generative AI promises revolutionary efficiency, smarter decisions, and unprecedented innovation. But too often, it falls short. Inaccuracies, inconsistent outputs, and a lack of access to your proprietary data hinder real-world deployments. In industries like finance and healthcare, these shortcomings aren’t just frustrating, they’re costly.

The Solution: Knowledge-Driven GenAI for Unwavering Generative AI Accuracy.

Imagine AI that delivers consistent, reliable results every time. AI grounded in your own enterprise data, powered by structured knowledge. Our white paper, "Closing the Accuracy Gap in Generative AI," reveals how to transform GenAI from a promising tool into a dependable, ROI-driven solution.


Key Benefits

Eliminate AI Hallucinations: Ensure that your GenAI platform delivers factual, consistent, and trustworthy AI outputs.
Improve Decision-Making: Access accurate, contextually rich insights for faster, more informed choices.
Boost Efficiency: Automate complex workflows with confidence and reduce manual errors.
Reduce Risk: Enhance regulatory compliance and protect against costly inaccuracies, a key aspect of AI risk mitigation.
Unlock Tangible ROI: See real business value from your GenAI investments.

Trusted by Industry Leaders

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How We Deliver Value

Harness Knowledge Graphs in Four Steps

Unlock the full potential of your data by building and maintaining a semantic knowledge graph that delivers generative AI accuracy and drives smarter AI.

1

Define

Taxonomies and Ontologies let you model any business domain with crystal-clear definitions and relationships, ensuring consistency and clarity in every data point, delivering machine-readable knowledge for your AI applications.

2

Tag

Classification and Extraction automates how your AI understands content by automatically tagging and classifying documents, continuously refining your enterprise knowledge graph with fresh, relevant, and actionable data.

4

Retrieve

GraphRAG delivers unshakeable GenAI accuracy by precisely guiding your AI’s data retrieval, eliminating hallucinations, and validating insights to guarantee high-quality results for generated content and automated workflows.

3

Connect

Semantic Knowledge Graph makes your GenAI truly intelligent by creating structured, machine-intelligible knowledge that enables your AI to reason, generate new insights, and power advanced analytics.

Differentiators

Leading the Way in Deterministic AI

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Seamless Integration

Our unified enterprise GenAI platform integrates your existing taxonomies, ontologies, and knowledge graphs with enterprise-grade GenAI.

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Semantic Power

Native RDF support enables advanced ontological modeling and robust machine reasoning, supporting effective ontology for AI.

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Deterministic Control

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

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Fortified Security

Granular access control and data privacy features protect sensitive financial information and ensure compliance, addressing critical ai data governance challenges.

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Proven Expertise

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

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Hybrid AI Approach

Combining knowledge graphs and retrieval augmented generation with LLMs delivers superior AI accuracy, transparency, and control, demonstrating how RAG with knowledge graph leads to higher AI model accuracy.

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Automated Graph Building

Accelerate knowledge graph creation with automated data classification, cutting the time-to-value of graph-informed enterprise RAG deployments. This supports streamlined taxonomy management and ontology management.

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.

solution
  • Manually curated data taxonomy and data 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.
  • Creation of a GenAI platform to incorporate a growing number of value-adding services.

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. Discover how your carefully built enterprise AI taxonomy is the key to unlocking the true potential of generative AI and achieving unprecedented ROI.

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?