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.

Knowledge graph visualization with interconnected data nodes and relationships, symbolizing custom LLM development, GraphRAG pipelines, and enterprise knowledge graph integration.
1

partner with us

AI that understands how everything in your business connects to everything else

Basic 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.

2

Problems we solve

From information chaos to intelligent connections

Your company has decades of institutional knowledge trapped in silos. Generic AI tools give you surface-level answers because they don't understand your business context. Employees spend hours searching for information that should be instantly accessible. Critical business relationships and insights remain hidden in disconnected systems.

Strategic Challenges

  • Disconnected Data Sources

    Disconnected data sources that prevent comprehensive analysis

    Cost

    Your business information lives in scattered systems that don’t talk to each other.

  • Generic AI Responses

    Generic AI responses that lack business-specific context

    Cost

    Off-the-shelf AI models haven’t been trained on your internal processes or terminology.

  • Undocumented Knowledge

    Institutional knowledge that exists only in employees' heads

    Cost

    Decades of critical know-how were never documented or digitized into retrievable systems.

  • Limited Search Capabilities

    Complex business relationships that standard search can't uncover

    Cost

    Traditional search engines index words—not how concepts, data, and teams connect.

  • Slow Information Retrieval

    Slow information retrieval that hampers decision-making

    Cost

    Employees spend hours digging through files, chats, and folders instead of asking a single intelligent system.

Our Solutions

  • Custom LLM Fine-tuning

    AI trained specifically on your business data and processes

    Impact

    Delivers accurate, context-aware responses that reflect your internal language, workflows, and expertise.

  • GraphRAG Implementation

    Relationship-aware AI that understands business connections

    Impact

    Helps users surface deeper insights and see how people, documents, and systems are interrelated.

  • Knowledge Graph Development

    Structured representation of your business intelligence

    Impact

    Creates a reusable foundation for intelligent systems to reason across your entire organization’s knowledge.

  • Semantic Search Systems

    AI that understands meaning, not just keywords

    Impact

    Enables users to ask questions in natural language and get relevant, context-rich answers immediately.

  • Business Intelligence Integration

    Connected AI across all your information systems

    Impact

    Breaks down data silos and turns scattered information into a unified, queryable knowledge base.

3

How we work

Our disciplined approach behind making the practical feel magical

  • 1

    Knowledge Audit

    Map your existing information systems and identify connection opportunities

  • 2

    Graph Architecture Design

    Structure your business knowledge for optimal AI understanding

  • 3

    Data Integration

    Connect disparate sources into a unified knowledge framework

  • 4

    LLM Customization

    Train AI models on your specific business context and terminology

  • 5

    Deployment & Evolution

    Launch intelligent systems that continuously learn from your business

Unlock 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.

mobile phone with a blank white screen
4

Engagement Models

Knowledge Strategy, Built to Connect

Before training a single model, we help you understand your data landscape, identify knowledge gaps, and design the architecture for intelligent business operations. Whether you need strategic knowledge planning, complete GraphRAG implementation, or custom LLM development — we meet you where you are.

  • Knowledge Strategy Consulting

    Group of diverse business professionals gathered around a table, analyzing a large digital screen displaying strategic planning charts and graphs.

    Strategic planning for business intelligence transformation

  • GraphRAG Implementation

    Network diagram showing interconnected nodes with labeled data points, featuring a central knowledge graph icon on a white background.

    Complete knowledge graph and AI system development

  • LLM Customization

    Open laptop displaying a custom AI model interface with adjustable sliders and input fields, representing fine-tuned LLMs tailored to a specific business domain, on a light gray background.

    Fine-tuned AI models for your specific business domain

We support everything from advisory to full implementation, aligned with the maturity of your data strategy.

5

Frequently Asked Questions

  • Why 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.

RELATED SERVICES

Knowledge graphs are powerful. Here's what makes them unstoppable

RELATED INDUSTRIES

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.

mobile phone with a blank white screen
6

Related Insights

Manila Office

South Triangle, Quezon City, PH

Hong Kong Office

Wing Kut St, Central, HK

White Widget is a top software development company in Asia and the Philippines.

Copyright © White Widget 2025. All rights reserved.