Duality Platform vs Lepide Data Security Platform: 2026 Comparison

Duality Platform: Privacy-preserving data collaboration platform using HE, MPC, FL, and TEE. built by Duality Technologies. headquartered in United States. Core capabilities include Secure encrypted queries on external datasets without exposing raw data or the query itself, Secure collaborative AI model training and deployment across multiple parties, Federated analytics on decentralized data with each party retaining data control..

Lepide Data Security Platform: Unified platform for auditing, threat detection & data security across AD & M365. built by Lepide. headquartered in United Kingdom. Core capabilities include Unified auditing and reporting across Active Directory, Entra ID, file servers, and Microsoft 365, AI-based behavioral analysis for threat detection, Real-time alerting with pre-defined threat models..

Both serve the Data Security Posture Management market but differ in approach, feature depth, and target audience.