Table of Contents

Share
Subscribe to our blog

Stay in the loop on all things Metadata, LLM Governance, GenAI, and Semantic Data Fabric. By subscribing you’re agreeing to the illumex Privacy Policy.

Submit this form to subscribe to illumex Blog. Your privacy is important; we won’t share your details. Use ‘unsubscribe’ in the blog email digest to stop receiving Metadata, Data Fabric, and LLM Governance content.

Table of Contents

Share
Subscribe to our blog

Stay in the loop on all things Metadata, LLM Governance, GenAI, and Semantic Data Fabric. By subscribing you’re agreeing to the illumex Privacy Policy.

Submit this form to subscribe to illumex Blog. Your privacy is important; we won’t share your details. Use ‘unsubscribe’ in the blog email digest to stop receiving Metadata, Data Fabric, and LLM Governance content.

Illumex under the hood

In our previous blog post, we discussed why illumex exists and what is our vision. Now is the time to share how we do the magic.

We apply advanced algorithms towards metadata to show you the meaningembedded in the data logic. We tackle the intent of the data so it delivers true value to answer business questions.

How we do it

The Illumex engine serves as a middle-layer platform, allowing business questions to be answered by analytics platforms through acting as an abstraction between customer-facing applications and data sources. We transform data management from a static, technical, manual area of an organization handled by just a few people into an automated, optimized process accessible to all.

Illumex is the first catalog that autonomously digests metadata and understands its context by leveraging the combined power of graphs, natural language processing, and deep learning. We create a new way for organizations to visualize and understand what data is available and use it for more significant business impact. By applying global best practices to an organization’s metrics, we help businesses make better use of the data they already have.

Graph

The graph structure allows Illumex to capture and host industry knowledge, apply it to multiple use cases, and find proximity in terms never matched before. This process enables learnings from various customers to be involved, constantly enriching local ontologies from external sources. The embedding of local customer ontology is mapped to the global ontology to find the matching entities and relations.

Natural Language Processing (NLP)

Illumex deploys the latest innovation of bidirectional text analysis for a better contextual understanding of the text. The NLP model, trained on industry taxonomies and accumulated customer ontologies, looks for the logical component in the queries — LTV, CAC, leads, opportunities, balance, etc., and their relations. This allows Illumex to create a new local customer ontology autonomously.

Deep Learning

Deep learning provides Illumex with the ability to marry semantic and relational models, making the process lightweight, fast, and affordable. This approach allows organizational logic to be identified automatically and mapped to the queries, tables, columns, users, data sources, and applications — constructing a complete lineage that is faster, more reliable, and comprehensive than human data teams can accomplish with existing tools.

Related Posts

Generative Semantic Data Fabric - don't get RAGged by your RAG

Don’t Get RAGged by your RAG: Why Generative Semantic Fabric is the Future

So, you’ve hopped on the Retrieval Augmented Generation (RAG) bandwagon. It’s the popular choice, and...

Read More >>

Resilience and Revolution of Business Intelligence In the Age of GenAI

Embracing the Future: The Ongoing Evolution of BI Welcome to the final, 8th part of...

Read More >>
Subscribe to our newsletter

Submit this form to subscribe to illumex digest. Your privacy is important; we won’t share your details. Use ‘unsubscribe’ in the digest to stop receiving Metadata, Data Fabric, and LLM Governance content.

Stay in the loop on all things Metadata, LLM Governance, GenAI, and Semantic Data Fabric. By subscribing you’re agreeing to the illumex Privacy Policy.

We use cookies to help personalize content, tailor and measure ads, and provide a safer experience. By continuing to use this website you consent to the use of the cookies in accordance with our Cookie Policy.

Contact us

Reach out to learn more or request a demo