data leakage , traceability , threat modeling , Data Governance, Databases, Cybersecurity, Security Testing, Vulnerability assessment, Audit logging, Adversarial analysis, Identity access control, Prompt injection, Privacy controls, LLM risks, Agentic AI systems, Cloud-native architectures, Industry Standard Security Framework Model, Serverless APIs, Policy-based authorization, Reproducibility in AI systems, RAG security, API-driven automation security, AI Governance Framework, AI ML or LLM security, Secure system design for AI workflows