AWS has introduced new software competencies for various areas, including financial services, auto, genAI, and ML. These competencies are supported by Neo4j, a graph database that offers self or fully-managed deployment options. Neo4j AuraDB is a fully-managed graph database as a service, while Graph Data Science provides graph analytics and modeling platforms. The platform also includes Deployment Center, which allows users to download, integrate, and deploy Neo4j. Additionally, Neo4j supports generative AI, enabling businesses to back their large language models with knowledge graphs for better business intelligence. The platform has various industries and use cases, including fraud detection, financial services, and more. Customers can learn from success stories and join online courses and certifications through GraphAcademy, which offers free online courses and certifications to over 100K Neo4j experts.