This video provides an in-depth look at Amazon Neptune Analytics, a new analytics database engine for Amazon Neptune that enables faster graph analytics and generative AI applications. Brad Bebee and Dr. Ümit V. Çatalyürek discuss how Neptune Analytics uses high-performance computing techniques to analyze large graphs up to 80 times faster than traditional graph databases. They demonstrate its capabilities for running graph algorithms, vector searches, and integrating with generative AI tools. The presenters showcase real-world use cases in fraud detection, recommendation systems, and knowledge graphs. Neptune Analytics aims to make advanced graph analytics more accessible and performant for a wide range of applications.