1touch.io Kontxtual™ vs Enveil ZeroReveal: 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..

Enveil ZeroReveal: PET suite for encrypted search and ML across data boundaries. built by Enveil. Core capabilities include Encrypted search and watchlisting via homomorphic encryption, Encrypted ML model training using Secure Multiparty Computation (SMPC), Encrypted ML model evaluation and inference..

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. Enveil ZeroReveal differentiates with Encrypted search and watchlisting via homomorphic encryption, Encrypted ML model training using Secure Multiparty Computation (SMPC), Encrypted ML model evaluation and inference.

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

1touch.io Kontxtual™ and Enveil ZeroReveal 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.