"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

An Application-Free Future? Speaking Directly to Data with illumex CEO Inna Tokarev Sela

Feb 15, 2025

Inna Tokarev Sela, CEO of illumex, leads a transformative enterprise data management approach with a focus on AI-powered automation. She discusses how illumex aims for an application-free future, leveraging metadata to enhance data interactions and empower knowledge workers. The conversation explores challenges in AI implementation, the significance of customized data environments across industries, and preparing individuals for evolving tech roles. Inna also shares insights on navigating AI reasoning, data complexity, and the changing landscape of SaaS pricing and job markets.

01:31:26

Creator website

Episode guests

Inna Tokarev Sela

AI Summary

AI Chapters

Episode notes

Podcast summary created with Snipd AI

Quick takeaways

Illumex aims to revolutionize data interaction for knowledge workers by utilizing metadata for automated context and reasoning.

The company adopts a canonical data model methodology to address inconsistencies in diverse data environments across industries.

Despite advancements in AI, human expertise is essential for informed decision-making, ensuring strategic oversight in data analytics processes.

Deep dives

Augmentation of Jobs through Data Collaboration

The discussion highlights the transformative role of Illumex in augmenting jobs by enhancing how employees interact with data. It emphasizes the importance of creating a shared context in which various data models and workflows can operate cohesively, allowing users to collaborate effectively. This connectivity between different agentic models aims to break down silos often found in enterprise data environments, ensuring that various teams can access and utilize information seamlessly. Illumex's approach reflects a shift towards a collaborative ecosystem where machines, humans, and data work together to support better decision-making.

Intro

4min

Reimagining Data Interaction: The Application-Free Future

16min

Customizing Data Solutions for Diverse Industries

4min

Navigating AI Reasoning and Data Complexity

5min

Exploring Multimodal Analysis and Embedding Semantics

2min

Navigating Semantic Matching for Video Templates

18min

Navigating Data Performance and Governance

24min

Navigating the SaaS Pricing and Job Market Landscape

15min

In this episode, Inna Tokarev Sela, CEO of illumex, delves into the latest advancements in AI and data management. She discusses the foundational vision behind illumex, a company she started in 2021 to revolutionize the way businesses interact with data. Inna explains illumex's approach to creating application-free futures for knowledge workers by utilizing metadata to automate context and reasoning, ensuring efficient and secure data handling. The conversation covers illumex’s techniques for integrating business logic without directly accessing sensitive data, challenges faced in AI implementation, and the future of data analytics. Inna also offers insights into preparing individuals for evolving job roles in the tech industry, touching on academic research and real-world applications.

Check out illumex at: https://illumex.ai/

SPONSORS:

Oracle Cloud Infrastructure (OCI): Oracle's next-generation cloud platform delivers blazing-fast AI and ML performance with 50% less for compute and 80% less for outbound networking compared to other cloud providers. OCI powers industry leaders like Vodafone and Thomson Reuters with secure infrastructure and application development capabilities. New U.S. customers can get their cloud bill cut in half by switching to OCI before March 31, 2024 at https://oracle.com/cognitive

NetSuite: Over 41,000 businesses trust NetSuite by Oracle, the #1 cloud ERP, to future-proof their operations. With a unified platform for accounting, financial management, inventory, and HR, NetSuite provides real-time insights and forecasting to help you make quick, informed decisions. Whether you're earning millions or hundreds of millions, NetSuite empowers you to tackle challenges and seize opportunities. Download the free CFO's guide to AI and machine learning at https://netsuite.com/cognitive

Shopify: Shopify is revolutionizing online selling with its market-leading checkout system and robust API ecosystem. Its exclusive library of cutting-edge AI apps empowers e-commerce businesses to thrive in a competitive market. Cognitive Revolution listeners can try Shopify for just $1 per month at https://shopify.com/cognitive

CHAPTERS:

(00:00) Teaser

(00:38) About the Episode

(03:54) Introduction to the Cognitive Revolution

(04:42) The Vision Behind illumex

(05:33) Application-Free Future

(10:47) Demonstration of illumex Capabilities

(13:39) Understanding Enterprise Data

(15:35) Automated Ontology Creation (Part 1)

(19:28) Sponsors: Oracle Cloud Infrastructure (OCI) | NetSuite

(22:08) Automated Ontology Creation (Part 2)

(23:39) Challenges and Solutions in Data Mapping (Part 1)