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KNOWLEDGE GRAPH

Connect your data. See the relationships.

Domain ontologies, data preparation, Neo4j, interactive visualization and graph-based question answering. Organize entities and relationships so information can be explored and understood.

Neo4jOntologiesVisualizationGraph QA
Knowledge Graphs

BUILT FOR REAL WORK

Start with the work you do.

01

Knowledge across many sources

Bring documents, tables, databases and business materials into a consistent model of concepts, entities and relationships.

02

Complex relationships to explore

Build interactive graphs for knowledge browsing, relationship tracing and path exploration.

03

Domain-aware search and answers

Combine structured relationships, text retrieval and language models in an evidence-based knowledge interface.

HOW WE WORK

A clear path to delivery.

01

Define the domain

Clarify questions, entity types, relationship semantics and source data. Establish modeling and import conventions.

02

Build and verify

Clean and connect the data, import the graph and verify entities, relationships and attributes.

03

Build for real use

Develop visualization, filtering, search or question answering, with update and deployment guidance.

DELIVERABLES

Deliver for what comes next.

Scope, timing and acceptance criteria are agreed before the project begins.

  • Domain ontology and data model
  • Graph data and import scripts
  • Visualization or knowledge QA application
  • Verification records and maintenance guidance

QUESTIONS & ANSWERS

A few things to know.

Can we start from Excel or a database?

Yes. We review the fields, data and relationships to determine preparation and modeling needs.

Can you deliver visualization only?

Yes. Data preparation, graph construction, visualization and QA can be scoped independently.

Which domains can you support?

We can design for enterprise knowledge, education, research and industry workflows, depending on the available data and goals.

LET’S BUILD SOMETHING

Your next step. Let’s start together.

Bring an idea, a requirement or an existing project. Scan the WeChat code and tell us what you want to achieve.

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