What features do 1touch.io Kontxtual™ vs Stoffel offer?

**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. **Stoffel** differentiates with Secure multi-party computation for encrypted data processing, Stoffel-Lang domain-specific language for privacy-preserving logic, StoffelVM runtime for executing computations on encrypted inputs.

Who makes 1touch.io Kontxtual™ vs Stoffel?

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

Is 1touch.io Kontxtual™ a good alternative to Stoffel?

1touch.io Kontxtual™ and Stoffel 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.

1touch.io Kontxtual™ vs Stoffel (2026) | Compare Data Security Posture Management Tools

Q: What is the difference between 1touch.io Kontxtual™ vs Stoffel?

**1touch.io Kontxtual™**: AI-first data intelligence platform for unified visibility & control. built by 1touch.io. headquartered in United States. 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.. **Stoffel**: Privacy-first app dev platform using MPC to compute on encrypted data. built by Stoffel. headquartered in United Kingdom. Core capabilities include Secure multi-party computation for encrypted data processing, Stoffel-Lang domain-specific language for privacy-preserving logic, StoffelVM runtime for executing computations on encrypted inputs.. Both serve the Data Security Posture Management market but differ in approach, feature depth, and target audience.

1touch.io Kontxtual™

AI-first data intelligence platform for unified visibility & control

Data Security Posture Management

Commercial

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Stoffel

Privacy-first app dev platform using MPC to compute on encrypted data

Data Security Posture Management

Commercial

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Side-by-Side Comparison

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1touch.io Kontxtual™

Stoffel

Pricing Model

Commercial

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Core Features

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
Segment-of-one granular governance controls
Real-time data lineage tracking
Automated compliance controls for GDPR, HIPAA, PCI and other frameworks
Audit-ready logging and reporting
Dynamic least-privilege enforcement

Secure multi-party computation for encrypted data processing
Stoffel-Lang domain-specific language for privacy-preserving logic
StoffelVM runtime for executing computations on encrypted inputs
Local simulation environment with multi-party testing
Federated learning aggregation without centralizing data
Distributed key generation across multiple parties
Compile-time data leakage prevention
Self-hosted deployment architecture

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1touch.io Kontxtual™ vs Stoffel: 2026 Comparison

1touch.io Kontxtual™

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