Prevalent Security Data Fabric is a data integration and normalization platform designed for cybersecurity operations. The product automatically ingests data from disparate sources and transforms it into a unified, standardized format within a Knowledge Graph structure. The platform uses AI and machine learning to perform entity resolution, connecting and processing security data without requiring additional agents. It includes DataBridge, a tool for connecting to new data sources across cloud, SaaS, and on-premise environments. The system provides visibility across multiple attack surfaces including devices, cloud infrastructure, identity systems, data, and applications. It monitors machine relationships, detects configuration issues, and identifies vulnerabilities across distributed and multi-cloud environments. The platform includes DataForge, a synthetic data generation engine that creates realistic, synchronized data for research and development, AI model fine-tuning, and quality assurance while protecting actual data. Key capabilities include automated data pipelines, data quality improvement through deduplication and consistency checks, and end-to-end visibility across the data landscape. The system is designed to support exposure management and other cybersecurity functions by providing a clean, consistent representation of an organization's security estate.