Databahn Cruz is an AI-powered security data pipeline platform designed to automate data engineering tasks for security operations centers. The platform addresses challenges in manual data normalization, schema drift, and inconsistent security insights by providing automated data transformation and pipeline management. Cruz operates as a security data pipeline solution with mesh architecture and load balancers to maintain continuous data flow. The platform handles data transformation across multiple formats including JSON, KVP, CEF, and LEEF, while supporting alignment with vendor-native models such as OCSF, CIM, ECS, ASSIM, and UDM. The platform includes capabilities for data lineage tracking with AI-powered tagging and end-to-end visibility from source to destination. It provides automated failure detection and rerouting, with backup mechanisms at each stage to prevent data loss. The system is designed to process up to 5 million messages per second per data plane. Cruz offers telemetry health monitoring, device visibility, sensitive data protection, and support for threat detection and incident response workflows. The platform aims to optimize SIEM operations through intelligent data transformation, reduction of false positives, and cost optimization for log ingestion. The solution includes modular architecture with independent deployment and recovery capabilities, automated data parsing, and quality tracking features. It provides data ownership and control by enabling movement between different security tools and storage options without vendor lock-in.