illumex’ Generative Semantic Fabric (GSF) platform reduces risk, improves data quality, and ensures full stakeholder alignment to pave the way for seamless ERP migrations
illumex, the company contextualizing data for agentic and automation applications, today announced its integration of the NVIDIA AI Enterprise software platform to help spur accelerated adoption of agentic AI capabilities for enterprise companies. Leveraging NVIDIA NeMo, illumex’s Generative Semantic Fabric platform can index and contextualize massive amounts of complex structured data at scale to help organizations prepare for any AI or GenAI applications, agentic analytics, migration, or digital transformation initiative by guaranteeing their data’s ongoing AI-readiness, governance, and semantic alignment.
Enterprises across industries are investing heavily in AI resources, and per a 2024 year-end GenAI report by Deloitte, 67% of organizations are increasing investments in GenAI tools. Despite possessing the knowledge and capital necessary for AI readiness, 72% of leaders identify data-related issues as the primary challenge for their digital and AI transformation. Enterprises are struggling with the challenge of comprehending and managing structured data. To address these issues, illumex integrated several key components of NVIDIA NeMo platform, including:
- NVIDIA NeMo Curator to moderate high-quality customer ontology subset of metadata and improve engine performance accuracy for semantic layer construction.
- NVIDIA NeMo Retriever reranking model to encapsulate the user-specific usage patterns, significantly increasing relevance. For illumex’s target audience of large-scale enterprises, the platform’s throughput is a critical factor in determining the time to value.
- NVIDIA NeMo Retriever embedding model, and NVIDIA LLM NIM are incorporated in the illumex context extraction and reasoning automation, allowing accurate, fast, and efficient large-scale inferencing.
To highlight this integration, illumex recently released findings from a case study with a major retail company that was faced with the challenge of migrating its sizable core ERP system from on-premise to the cloud S/4 HANA. With over 115,000 tables and 1.5 million data columns from both ERP and point-of-sale systems, NVIDIA NeMo offering and high-performance computing enabled illumex to:
- Resolve the Data Gap: illumex transformed the otherwise two-year manual data review into a single week of automated workflows and data flow mapping. As a result, the company minimized data integrity risks during migration and established stronger data foundations for ongoing operations.
- Simplify the Data Landscape: Automated documentation helped to clearly identify which data assets were critical so the team could efficiently migrate relevant data, reducing unnecessary overhead and ensuring a smoother, error-free migration.
- Improve Stakeholder Engagement: illumex’s ability to translate technical data into clear, straightforward descriptions in natural language has empowered business leaders to make faster, more informed decisions.
- Enhance Data Management Efficiency: Advanced search and auto-tagging sped up access to quality data for better analysis.
These results showcase illumex’s ability to automatically make structured enterprise data semantically meaningful, context-rich, and AI-ready, eliminating ambiguity and manual efforts in migrating and managing data to help businesses reduce risk, improve data quality, and empower full stakeholder alignment. Integration with NVIDIA AI Enterprise allowed illumex to serve this sizable customer landscape with record performance and scale.
“Leveraging NVIDIA AI frameworks within our solutions helps us usher enterprises’ digital transformation into the agentic AI era so they can reach their full AI potential,” said Inna Tokarev Sela, CEO and Founder of illumex. “When it comes to getting organizations GenAI-ready, data is key. With the NVIDIA NeMo platform, we can convert unprecedented amounts of data into agentic-readable context that can be readily utilized to power responsible AI products that enterprises can trust.”
This initiative from illumex makes a leap forward to accelerate AI adoption for enterprises. illumex’s Generative Semantic Fabric transforms structured data into reliable assets for unmatched speed and transparency.
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