In this interview, Vassil Momtchev, SVP Product & Technology at Graphwise, explains how the company addresses the critical challenge of LLM hallucinations in enterprise AI through semantic AI and knowledge graphs. Graphwise combines GraphDB and PoolParty Semantic Suite to create a unified knowledge graph platform. This platform transforms disparate enterprise data into semantically rich, interconnected formats that ground AI models with verified information.
The Graphwise for Microsoft 365 solution enhances search capabilities and supercharges Copilot by providing domain-specific context, moving beyond generic AI to create intelligent assistants. Vassil emphasizes that knowledge graphs are essential for modern enterprises because they control hallucinations, provide explainability, unify fragmented data sources. They transform raw information into “AI-ready data” that delivers reliable business outcomes.
Looking ahead, he envisions knowledge graphs becoming the critical foundation for enterprise AI, serving as the reasoning engine for autonomous agents and enabling transparent, explainable AI systems. Meanwhile, Graphwise continues to focus on developing comprehensive semantic layers, simplifying adoption through intuitive interfaces, and building vertical solutions for specific industry needs.
