ENTERPRISE AI

CONNECT

AI doesn't start with the model.
It starts with connected data.

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CORE TECHNOLOGY

Connect infinite data,
awaken a new dimension of intelligence

Data Linker finds the hidden context between scattered data and links it together.
We unify the vast universe of enterprise data into a single knowledge network, giving AI a powerful foundation to reason and predict on its own.

Data Connection Design

We precisely map complex business logic and domain knowledge into a multi-dimensional structure that machines can understand.

Knowledge Graph (Graph DB) Fusion

We fuse structured and unstructured data into a hyper-connected graph network, maximizing search speed and depth across data.

Ultra-Fast AI Service Integration

On top of the knowledge graph, we instantly run and deploy LLMs, recommendation algorithms, and predictive models.

WHAT WE BUILD BEST

What we do best:
two core AI engines

Autonomous agents and hallucination-free chatbots running on a knowledge graph.
This is how Data Linker completes enterprise AI.

AI AGENT SYSTEM

Autonomous AI Agent System

Beyond simple automation — we build multi-agent systems that judge and act on their own. We design fully autonomous orchestration pipelines that decompose, execute, and feed back on complex business tasks.

  • Multi-agent orchestration
  • Autonomous task decomposition & execution
  • Tool Use & external API integration
  • Real-time judgment & self-correction loop
KNOWLEDGE AI

Knowledge-Grounded AI Chatbot

Built on the enterprise knowledge graph, our chatbot generates accurate, context-aware answers without hallucination. Beyond FAQ — capable of expert domain reasoning.

  • Knowledge-graph-based RAG architecture
  • Fact-grounded, hallucination-free answers
  • Domain-specific fine-tuning
  • Real-time knowledge updates & learning
INDUSTRY SOLUTIONS

Connecting every industry's data ecosystem
as one

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Smart Manufacturing

We connect tens of thousands of equipment sensors and process data into a graph to predict defects and maximize yield.

  • Defect root-cause tracing
  • Predictive equipment maintenance
  • Production optimization
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Mobility & Logistics

We map complex supply-chain networks and real-time movement data to compute optimal routes and demand.

  • Demand & inventory forecasting
  • Dynamic route optimization
  • Supply chain risk management
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Public Sector & Government

We systematically connect vast regulatory texts and citizen-request data to eliminate blind spots and boost processing efficiency.

  • Intelligent document automation
  • Policy impact analysis
  • AI citizen response
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Retail & Commerce

We weave customer behavior, product attributes, and purchase context into a multi-dimensional graph to deliver hyper-personalized shopping experiences.

  • Hyper-personalized recommendation
  • Dynamic pricing
  • Customer churn prevention
HOW IT WORKS

The most reliable journey
to knowledge-based AI

From data diagnosis to structuring, AI integration, and field deployment — all in one continuous flow.

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TRUSTED REFERENCES

We deliver AI-transformation outcomes
that land on the enterprise floor

From large enterprises to mid-sized and small companies, we run a wide range of real-world engagements and keep expanding our AI-transformation projects and inquiries.

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Engagements with large, mid-sized, and small enterprises
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AI-transformation inquiries in progress
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Currently in collaboration or review

START YOUR JOURNEY

21 enterprise engagements · 103 AI-transformation inquiries in progress

Skip AI that ends as a PoC —
build AI that lives in production

From data-connection design to knowledge structuring, AI integration, and real deployment —
Data Linker carries your enterprise's AI transformation through to the end.

Data diagnosis Knowledge graph design RAG & agent build Production system integration

A quick meeting first — we'll diagnose your current data environment and the scope we can apply.