April 30, 2025

Enveil: By the Numbers

As an innovative COTS software provider leveraging Privacy Enhancing Technologies, we're taking a moment to capture some highlights from Enveil's company journey.

Enveil is a pioneering Privacy Enhancing Technology company protecting Data in Use and changing the paradigm of how and where organizations can leverage data to unlock value. Defining the transformative category of Privacy Enhancing Technologies (PETs), our 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.

Founded in 2016, we are proud to be leading the formation of the PETs market, helping to educate and about the value of these transformative technologies for customers, partners, and industry leaders across verticals. Our PETs-powered software solutions allow customers to extract insights, cross-match, search, analyze, and utilize AI on data sources across boundaries and silos without exposing their interests and intent or compromising the security or ownership of the underlying data. Enveil is deployed and operational, delivering measurable business and mission value for users in multiple commercial and public sector use cases.

Here’s a look at our company journey, by the numbers:

To add even more color to the story, here are some highlights of these accomplishments:

Product milestones: Best in class performance to deliver encrypted query results at speeds unmatched by any other product in the market. The processing gains delivered in this version allow ZeroReveal® to process over a gigabyte of data per second per thread as part of an encrypted search; on most commodity hardware, this means the speed of encrypted searches is now constrained by the memory bandwidth of the system, not by the overhead of homomorphic encryption — a milestone in the market.
Broad utilization of Privacy Enhancing Technologies: In a new category such as PETs, there is a tendency to pit technologies against each other, but choosing the right underlying technology depends entirely on the use case requirements, infrastructure, and the desired level and type of protection. Organizations looking to utilize PETs should identify their unique requirements to determine the best fit — we are proud our solution suite can deliver a full range of business-enabling options.
Industry acknowledgement: We are proud to be recognized by a number of think tanks and market analysts, including Gartner. In 2024 alone, Enveil was named in nine Gartner® Hype Cycle™ reports: Privacy; Digital Sovereignty; Financial Crime; Defense; Data Security; Banking Data, Analytics and AI; Digital Banking Transformation; Public Safety and Law Enforcement; and Emerging Technologies.
Thought leadership: Our team works diligently to educate the market and drive recognition of the ways privacy and security challenges can be addressed by integrating commercially-practical, market-ready technical solutions that enable a range of business- and mission-critical capabilities. The PETs category is poised to make its mark as the foundational privacy technologies of the digital transformation era — and Enveil is proud to be leading the charge.

We’re proud of how far we’ve come and even more excited about the direction we’re headed — we invite you to follow along.

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.