Secludy AI develops GraphReplica, an AI-powered data privacy platform that replaces sensitive PII and PHI entities in enterprise datasets with realistic, consistent synthetic stand-ins across tables, documents, images, and databases. The platform runs entirely within the customer's own cloud, data center, or Databricks environment (air-gapped), generates audit-ready compliance reports, and is built to meet GDPR, CCPA, and HIPAA requirements.