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February 23, 2021

Enveil ZeroReveal 3.0 Delivers Performant, Scalable Privacy-Enhancing Capabilities for Secure Data Search, Sharing, and Collaboration

The performance and efficiencies in the software’s 3.0 release affirm that the groundbreaking, business-enabling capacity of homomorphic encryption is ready now for broad commercial use

Washington, D.C., February 23, 2021Enveil, the pioneering data security company protecting Data in Use, today announced the release of version 3.0 of its flagship ZeroReveal® product line. ZeroReveal® 3.0 is the most mature encrypted search, analytic, and machine learning solution on the market, delivering the company’s core homomorphic encryption-powered capabilities through an efficient and decentralized framework designed to reduce risk and address business challenges including data sharing, collaboration, monetization, and regulatory compliance. The enhancements in this release achieve dramatic performance improvements — version 3.0 performs at speeds more than 1000x faster than the company’s initial offering released in 2017. Organizations can utilize the groundbreaking, privacy-preserving capabilities at scale to enable critical business functions as part of normal workflows.

Defining the transformative category of Privacy Enhancing Technologies (PETs), Enveil’s  ZeroReveal® solutions change the paradigm of how and where organizations can securely and privately leverage data assets for business purposes — activities that are becoming increasingly challenging due to a growing demand for privacy and a corresponding expansion of the regulatory landscape. The market for these business-enabling capabilities has never been greater: Gartner analysts predict that by 2025, 50% of large organizations will adopt privacy-enhancing computation for processing data in untrusted environments and multiparty data analytics use cases (Gartner “Top Strategic Technology Trends for 2021,” Oct. 2020). Enveil is already delivering on this promise. Customers use ZeroReveal® to securely derive insights, cross-match, and search third-party data assets without ever revealing the content of the search itself or compromising the security or ownership of the underlying data.

“ZeroReveal 3.0 marks a significant milestone in our company journey and further validates that homomorphic encryption is no longer solely within the realm of research and now has a solid footing in the land of the possible. Our customers are using ZeroReveal today to uniquely solve real problems at scale, enabling business and mission functions that otherwise just cannot be done. We’re not making something better; we’re making something entirely new possible.”

Dr. Ellison Anne Williams
Founder and CEO of Enveil

By focusing on the security and privacy posture of the search or analytic, Enveil ZeroReveal® protects a customer’s interests and intent as well as the content of the operation and its corresponding results. Information can be securely shared between entities and across jurisdictional boundaries, expanding data access and utility and enabling organizations to reduce risk while making faster, better-informed decisions. The proxy-layer software solution is being used for business-enabling applications in regulated industries such as financial services and healthcare.

Through its ZeroReveal® solutions, Enveil uniquely provides a decentralized approach to secure data collaboration, allowing participating entities to retain granular control and ownership of their sensitive assets — an approach that differentiates the company’s solution from other Privacy Enhancing Technology-based offerings. Since requirements to move or pool sensitive assets frequently prove to be the breaking point in collaboration efforts, Enveil removes that risk by allowing organizations to securely and privately search and share over third-party data as it is and where it is today.

“The industry has been waiting not only for homomorphic encryption to reach the computational tipping point, but also for a solution that is built with the needs of business users in mind because both are required for wide-scale use. The performance gains and efficiencies delivered by ZeroReveal 3.0 prove that Enveil has crossed that threshold — and the fact that the company’s approach prioritizes data control and ownership shows that they understand the market in a way that will advance this category.”

Bob Ackerman
Founder & Managing Director at Allegis Capital

Product Highlights

The product enhancements delivered in the 3.0 release strengthen integration, performance, and user experience features for both Enveil’s ZeroReveal® Search and ZeroReveal® Machine Learning product lines. Notable features include:

  • Performance enhancements that deliver substantial processing gains over previous versions: users realize an average 40% performance improvement gain for most use cases — scenarios where encrypted results were already being returned in seconds;

  • Enhanced capabilities for robust fuzzy matching;

  • Native support for encrypted geospatial queries;

  • Support for encrypted queries that return large data files, such as videos or high-resolution images;

  • Minimized file sizes for encrypted queries to support edge compute use cases in low-bandwidth environments;

  • Utilization of industry-standard APIs to work with existing security and data infrastructure including audit frameworks; and

  • Ability to leverage and integrate with a wide range of popular open source homomorphic encryption libraries.

“Our goal is always to deliver products that function at the speed of business, a threshold that we are proudly meeting and exceeding for our existing customer base in both the commercial and federal markets. The performance dynamics of 3.0 were aimed at further improving customer experience, and we are now utilizing homomorphic encryption with efficiencies of scale that are beyond even what we imagined to be possible four years ago.”

Dr. Ryan Carr
CTO and VP of Engineering at Enveil


About Enveil 

Enveil is a pioneering data security company protecting Data in Use. Enveil’s business-enabling and privacy-preserving capabilities for secure data search, sharing, and collaboration protect data while it's being used or processed – the 'holy grail' of data encryption. Defining the transformative category of Privacy Enhancing Technologies (PETs), Enveil’s homomorphic encryption-powered ZeroReveal® solutions allow organizations to securely derive insights, cross-match, and search third-party data assets without ever revealing the contents of the search itself or compromising the security or ownership of the underlying data. Enveil is a 2020 World Economic Forum Technology Pioneer and its award-winning, market-ready solutions are delivering nation-state level protection to the global marketplace. Founded by U.S. Intelligence Community alumni with backgrounds in mathematics, algorithmics, and machine learning, Enveil is revolutionizing data privacy and security by addressing a Data in Use vulnerability that people have been chasing for more than 30 years.


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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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