How to connect enterprise data with AI: From RAG and Deep Search to Knowledge Graph [ukr]
During the talk, we will explore why a simple RAG approach is no longer sufficient for organizations with multiple data sources and how modern AI systems are evolving — from classic RAG to Deep Search, hybrid search, and Knowledge Graphs as a layer of corporate memory.
We will also look at how to combine unstructured documents, tabular data, databases, internal wikis, chats, and business entities into a unified system where AI can find relevant sources, build a search path, explain relationships between facts, and provide more accurate and verifiable answers.
Andriy Bilous
CEO в StayInno AI
- Founder of Staylnno AI
- 15+ years in IT, expert in building cloud-based solutions powered by ML and Generative AI technologies
- Microsoft Most Valuable Professional (MVP) in Artificial Intelligence
- Mentor of AI startups at Microsoft Founders Hub
- Alumnus of UCU Business School
- Author of AI workshops for business and the business simulation game “AI Corporation,” built on simulations and scenario planning
- Leads AI transformations in enterprise and mid-sized businesses
- LinkedIn, Facebook