Duality Platform vs Satori Data Security Platform: Side-by-Side Comparison (2026)

Duality Platform

Mid-market and enterprise organizations that need to collaborate on sensitive data without exposing raw datasets will find Duality Platform's value in query-level encryption; you can run analysis across external data while both parties keep information private, which is genuinely rare. The platform covers PR.DS and ID.AM through its multi-layer privacy-enhancing tech stack (homomorphic encryption, secure multiparty computation, federated learning, trusted execution), and the federated analytics capability means data never leaves each participant's control. Skip this if your use case is internal data governance within a single organization; Duality is built for cross-party collaboration, not for locking down your own data lakes.

Satori Data Security Platform

Teams managing data across Snowflake and modern data warehouses need Satori Data Security Platform because it discovers and classifies sensitive data without agents, then enforces access controls in real time. The platform covers NIST PR.DS and PR.AA strongly, meaning it controls who touches what data and audits it continuously, which matters more than most data security tools in this category. Skip this if you need endpoint DLP or want to monitor unstructured data in file shares; Satori is built for structured data in cloud platforms, not sprawling legacy infrastructure.