The text discusses the adoption of the OWASP Application Security Verification Standard (ASVS) in a Neo4j engineering organization. The team found that using ASVS was underutilized compared to the OWASP Top 10, and they wanted to make it more accessible. They used graph data and chatbots to create a tool that helps developers identify relevant security requirements for their features. The tool uses a knowledge graph of ASVS requirements, calculates vector embeddings for each property, and retrieves relevant requirements based on the input feature description. The team tested the tool with an example feature description and obtained a list of semantically similar requirements, which were then passed to an LLM for further analysis. The output was a sensible summary of security considerations for the feature, without hallucinations. The tool is designed to be easy to use and can drive engagement with ASVS and the overall security culture of the organization.