Automating Knowledge Graph Creation and Curation

Did you know Relait automatically creates a knowledge graph of your data estate? It's what powers our amazing relationship discovery capabilities.

Knowledge Graphs are incredibly useful. You probably use them almost every day without realising. Wikipedia is probably the OG of Knowledge Graphs for the web age, closely followed by the Google knowledge graph that underpins your search results.

Knowledge Graphs (KGs) are also hard to create. This paper from 2022 examines the state of the art in knowledge graph creation, and acknowledges this fact. Today’s received wisdom is that there are no good choices to automate KG creation for structured data - the most valuable data in the enterprise.

At the same time, a KG for your structured data is becoming much more important for your organisation. Gartner’s Tech Radar for 2024 calls Knowledge Graphs a critical enabler for implementation in the next 12 months. Two recent academic papers show how the demand for high quality KGs is an important enabler of Generative AI use cases for both academic and industrial purposes. The first outlines a roadmap to unify KGs and Large Language Models (LLMs), while the second gives compelling evidence that augmenting KGs into GenAI solutions can improve accuracy by 37% (for uses cases on structured data with zero shot prompts).

But the use cases don’t end with GenAI. We mustn’t forget the following:

• Data Discovery
• Data Integration
• Data Migration
• Data Mesh
• DataOps
• Semantic Disambiguation

At DataJPS, we reckon you can accelerate these projects by around 35% by having an accurate Knowledge Graph of your enterprise data estate. A six month project becomes 4 months. On top of this, you get a better understanding of your data estate which will support information security, risk management, and governance across the business.

All of these papers agree that creating a KG is hard, especially for structured data. But it doesn’t have to be.

DataJPS has a patent pending technology to automate the creation and curation of a knowledge graph of your enterprise data estate. What does this include? Basically all of your structured data, wherever it sits in the business. CRM, ERP, Finance, Marketing, Wholesale, Retail, and so on. All of it. Automatically.

And securely. Your data remains with you. No dialling home, no exporting your data to a cloudy SaaS platform. Plus RBAC and integration with your preferred identity provider.

And quickly. We reckon we can have an immediate impact. Give us a week to scan your systems and find out for yourself. Contact us below for more information.