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The Data Triad

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Use Cases

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Public Sector

Mission-enabling, transformative data usage for federal users.

Financial Services

Secure and private data sharing across silos and jurisdictions.


Securely use and collaboration with sensitive, health-related assets.

Secure AI

Enhance decision making, protect privacy, and combat ML/AI risks.
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Highlights of tremendous progress in the Privacy Enhancing Technologies market
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Enveil’s ZeroReveal® products protect Data in Use, ensuring that nothing is ever revealed during the entire processing lifecycle.

Our products leverage the ZeroReveal® Compute Fabric

We are proud to be NIAP 
Common Criteria Certified
Two-Party, Proxy Layer Software System
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Machine Learning

Engineering trust through the power of Privacy Enhancing Technologies (PETs), ZeroReveal ML enables Secure AI and extends the boundary of trusted compute by enabling encrypted machine learning. With capabilities for encrypted evaluation/inference and federated learning, ZeroReveal ML enables the secure usage of disparate, decentralized datasets for machine learning applications.
Encrypted Evaluation
By ensuring that AI/ML models and the associated results remain encrypted throughout the entire evaluation lifecycle, ZeroReveal ML Encrypted Evaluation enables enterprises to leverage machine learning models to securely and privately derive insights from data sources across jurisdictional, third-party, and organizational boundaries, even when using highly sensitive or proprietary models, including those trained on regulated data.
Encrypted Training (ZMET)
Utilizing advances in PETs, namely Secure Multiparty Computation (SMPC), ZeroReveal ML Encrypted Training allows organizations to train models in an encrypted capacity. This encrypted training process enables secure federated learning, protecting the model development process, the data used for training, as well as the interests and intent of the parties involved. Customers can confidently leverage sensitive data and/or ML models during training without risk of exposure, delivering enhanced models that can more accurately be used to derive insights and deliver value.

Compute Fabric

Providing the foundation for the suite of ZeroReveal solutions, Enveil’s ZeroReveal Compute Fabric is a two-party, proxy layer software system consisting of the ZeroReveal Client application, which lives within the enterprise, and the ZeroReveal Server application, deployed wherever the data resides. Requiring no changes to the underlying architecture or storage technologies, it works seamlessly alongside an organization’s existing protections via standard APIs to ensure data remains secure throughout the processing lifecycle.
Privacy Preserving Advanced Decisioning
Perform operations such as searches and analytics on data without ever decrypting the content of that search or analytic – on-prem, in the cloud, in a third-party data location, or anywhere in between.
Full Lifecycle Security at Scale
The content of the interaction, the results, and the data are always protected so users can interact with data at scale in a completely private and secure manner, opening the door to untapped opportunities.
To learn more about the expanded value unlocked by Enveil, please schedule a meeting.
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Enveil is a pioneering Privacy Enhancing Technology company protecting Data in Use. Enveil’s business-enabling and privacy-preserving capabilities change the paradigm of how and where organizations can leverage data to unlock value. Defining the transformative category of Privacy Enhancing Technologies (PETs), Enveil’s award-winning ZeroReveal® solutions for secure data usage, collaboration, monetization, and Secure AI protect the content of the search, analytic, or model while it's being used or processed. Customers can extract insights, cross-match, search, analyze, and leverage AI across boundaries and silos at scale without exposing their interests and intent or compromising the security or ownership of the underlying data. A World Economic Forum Technology Pioneer and Gartner Cool Vendor, Enveil is deployed and operational today, revolutionizing data usage in the global marketplace.
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