1touch.io Kontxtual™ vs Duality Platform: Side-by-Side Comparison (2026)

1touch.io Kontxtual™: AI-first data intelligence platform for unified visibility & control. built by 1touch.io. Core capabilities include Continuous data discovery across cloud, SaaS, on-premises, mainframe, and hybrid environments, Contextual classification with 98.6% validated accuracy, Multidimensional data graph mapping relationships between data, identities, flows, policies, and risks..

Duality Platform: Privacy-preserving data collaboration platform using HE, MPC, FL, and TEE. built by Duality Technologies. 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..

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

1touch.io Kontxtual™ differentiates with Continuous data discovery across cloud, SaaS, on-premises, mainframe, and hybrid environments, Contextual classification with 98.6% validated accuracy, Multidimensional data graph mapping relationships between data, identities, flows, policies, and risks. Duality Platform differentiates with 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.

1touch.io Kontxtual™ is developed by 1touch.io. Duality Platform is developed by Duality Technologies. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

1touch.io Kontxtual™ and Duality Platform serve similar Data Security Posture Management use cases: both are Data Security Posture Management tools. Review the feature comparison above to determine which fits your requirements.