In this article, “Unlocking AI Trust: How RAG and GraphRAG are Transforming GenAI“, published in AIThority, Andreas Blumauer, SVP Growth and Marketing at Graphwise, talks about Unisphere Research study of 382 executives from December 2024. The study reveals how companies are adopting LLMs and RAG technologies to enhance knowledge strategies while addressing implementation challenges and concerns.
To address these challenge, nearly one-third of LLM users are turning to Retrieval-Augmented Generation (RAG). More than half of organizations with productive LLMs use knowledge graphs with RAG technologies to overcome common AI obstacles. A successful AI adoption requires a data-centric approach with human oversight, quality data, and strategic GraphRAG integration to unlock insights from unstructured data while ensuring reliability and trust.