Design and standardize reusable architecture, integration and deployment patterns to make an AI-native cybersecurity platform scalable, secure and production-ready. Define production-readiness, observability, deployment and security standards, translate customer requirements into reusable components, and support technical customer workshops with IT, Security and Engineering teams.