illumex

Illumex specializes in AI security and governance solutions through its Generative Semantic Fabric (GSF) platform, Illumex Omni, designed to enhance enterprise data management and enable trustworthy GenAI interactions.The platform automates mapping data, includes mechanisms for monitoring and controlling metadata, and helps users navigate their data landscape using an AI assistant, facilitating collaboration across teams by interpreting queries and providing contextually relevant insights. Illumex's platform analyzes metadata to create a unified semantic knowledge graph that aligns all data with consistent business terminology and context, without accessing underlying sensitive information. This is a foundation for LLMs to reliably map user questions to relevant data points, delivering accurate results while ensuring proper governance.

The GSF acts as an intermediate layer that reconciles data silos and automatically adds context and meaning to data, enabling transparent AI initiatives. It automates the creation of a semantic layer that unifies data silos and generates a consistent vocabulary of domain-specific terminology. Illumex's solution addresses challenges associated with retrieval-augmented generation (RAG) techniques, particularly for structured data, by providing a more automated and consistent approach to data management and AI interaction. Additionally, Illumex Omni translates user prompts into SQL queries, allowing organizations to leverage third-party GenAI services while ensuring that the input is relevant and accurate.

Key customers and partnerships

Illumex has secured partnerships with major cloud providers, including Microsoft, Google Cloud, and Amazon Web Services. As of June 2024, key enterprise customers included Teva Pharmaceutical Industries and Carson Optical.