Custom LLM, GraphRAG & Knowledge Graph Development Services
Knowledge Graph Solutions
Custom LLM and GraphRAG development services for business-specific AI. Knowledge graph implementation that understands relationships and context.
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partner with usBasic RAG is like giving AI a pile of documents to search through.
GraphRAG is like giving it a map of how all your business information relates to each other. Our GraphRAG development services and knowledge graph implementation create AI that understands context, relationships, and the subtle connections that make your business unique.
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Problems we solveStrategic Challenges
Disconnected Data SourcesDisconnected data sources that prevent comprehensive analysis
Generic AI ResponsesGeneric AI responses that lack business-specific context
Undocumented KnowledgeInstitutional knowledge that exists only in employees' heads
Limited Search CapabilitiesComplex business relationships that standard search can't uncover
Slow Information RetrievalSlow information retrieval that hampers decision-making
Our Solutions
Custom LLM Fine-tuningAI trained specifically on your business data and processes
GraphRAG ImplementationRelationship-aware AI that understands business connections
Knowledge Graph DevelopmentStructured representation of your business intelligence
Semantic Search SystemsAI that understands meaning, not just keywords
Business Intelligence IntegrationConnected AI across all your information systems
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How we work1
Knowledge AuditMap your existing information systems and identify connection opportunities2
Graph Architecture DesignStructure your business knowledge for optimal AI understanding3
Data IntegrationConnect disparate sources into a unified knowledge framework4
LLM CustomizationTrain AI models on your specific business context and terminology5
Deployment & EvolutionLaunch intelligent systems that continuously learn from your businessUnlock Your Business Intelligence
Stop wasting time digging through disconnected systems. With custom LLMs and GraphRAG, your AI doesn’t just search—it understands context, relationships, and meaning. Knowledge becomes instantly accessible and actionable.
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Engagement Models
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Frequently Asked QuestionsWhy build a custom LLM instead of using ChatGPT or other existing models?
Custom LLMs understand your specific business context, terminology, and processes that generic models can't grasp. They provide more accurate, relevant responses and can be trained on your proprietary data while maintaining complete data privacy and control.
What's the difference between RAG and GraphRAG?
Traditional RAG searches through documents like a smart filing system. GraphRAG understands relationships between information—how your products, customers, processes, and data connect. This provides more contextual and insightful responses that reflect your business's unique knowledge structure.
How do you protect our proprietary data during LLM training?
We use secure, isolated training environments with enterprise-grade encryption. Your data never leaves your controlled environment or gets mixed with other clients' information. We can also implement on-premises solutions for maximum data security.
How long does it take to build a custom knowledge graph?
Knowledge graph development typically takes 8-16 weeks depending on data complexity and the number of sources to integrate. We start with high-value use cases and expand systematically to build comprehensive business intelligence.
Can you integrate with our existing data sources?
Yes, we connect to databases, document repositories, CRM systems, and any other structured or unstructured data sources. Our integration approach preserves your existing data architecture while making information more accessible and intelligent.
How do we measure the business impact of custom AI knowledge systems?
We track metrics like query response accuracy, time saved in information retrieval, decision-making speed improvements, and insights generated that weren't previously accessible. Most organizations see immediate productivity gains in knowledge work.
Transform Information Into Intelligence
Siloed data hides insights. A custom knowledge graph and business-specific LLM give you AI that sees the bigger picture—so your teams make faster, smarter decisions. Let’s build AI that actually understands your business.
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