We are illumex!
Your Full-Stack Agentic AI Solution for Structured Data
We help you make 100% of your business decisions with accurate data (and no hallucinations)
Our mission: Application-free future
We envision a future where businesses no longer need applications to get work done: because data, workflows, and users can interact freely with each other.
illumex makes that future possible. We automatically build context and reasoning for organizational data, so agentic AI and automation tools don’t just process it, they actually understand it. illumex allows you to create agentic workflows and applications by seamlessly orchestrating the context and reasoning between different LLM and data environments.
Our Generative Semantic Fabric (GSF) platform indexes and contextualizes massive amounts of structured data at scale by touching metadata only, making organizational data AI-ready, governed, and semantically aligned. Our customers use the platform for AI and GenAI applications, agentic analytics, major migrations, and digital transformation initiatives.
What we do:
We give your business users easy self-service access to data & analytics on structured data. With built-in governance and zero hallucinations.
illumex gets organizations’ structured data into prime shape for deploying Agentic AI by translating it into meaningful, context-rich business language. It automates the process of making enterprise data AI-ready, while augmenting governance throughout the embedded copilot experience. With illumex’s full-stack solution, organizations get self-service access to accurate, explainable, context-aware data and analytics.
The platform transforms user prompts to the runtime of your choice, ranging from SQL queries for structured data sources to various LLMs. It does so by effortlessly orchestrating the context and reasoning between different environments.
illumex’s context-aware semantic data fabric deeply understands your data and the meaning of different relationships. The result is trustworthy, hallucination-free, explainable responses any user can access, understand, and trust.

Our founder and board members
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Inna Tokarev Sela is the founder and CEO of illumex.ai. Inna’s impressive career reveals a consistent theme: bridging the gap between data investments and decision-making.
She previously held roles as VP of AI at Sisense and Senior Director of Machine Learning at SAP. An inventor with multiple patents, she speaks frequently at top data and AI conferences. Inna holds an MSc in Information Systems focused on neural networks and completed the Stanford MBA executive program. She also leads the Women in Data Israel chapter.
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