Accelerating organizational intelligence: How knowledge graphs and generative AI fuel a continuous learning cycle

In today’s fast-paced business environment, leveraging data-driven decision-making is no longer optional – it is a necessity. In this blog, I’d like to introduce a graph-based framework developed to enhance organizational intelligence and support continuous business improvement by my colleagues and me in Hitachi R&D. By combining cutting-edge generative AI and graph neural networks (GNNs), this framework bridges the gap between management strategies and frontline execution, which empowers businesses to adapt to dynamic environments.