Resources

News & Thought Leadership

Check out the latest news, insights, and updates.

Videos & Podcasts

See and hear more about our capabilities and tech.

Frequently Asked Questions

Uncover answers + common myths and misconceptions.

The Data Triad

Discover why protecting Data in Use is critical.

Company

About Us

Learn our story and meet our team.

Our Partners

Explore our collaborations to advance secure data usage.

Careers

We're hiring!
Consider our active openings — Join our team!

Use Cases

We're hiring!
Unlock untapped opportunities across verticals.

Verticals

Public Sector

Mission-enabling, transformative data usage for federal users.

Financial Services

Secure and private data sharing across silos and jurisdictions.

Healthcare

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

Secure AI

Enhance decision making, protect privacy, and combat ML/AI risks.
Enveil By The Numbers
Featued Content:
Enveil By The Numbers
Highlights from Enveil's journey as an innovative PETs-powered COTS software provider
Get in Touch
May 28, 2026

Enveil FAQs: Data in Use

Addressing a few Frequently Asked Questions about protecting the usage of data

When you’re leveraging transformative technologies like Privacy Enhancing Technologies and leading the formation of a new market, you’re bound to encounter some questions. 

In this post we’re addressing two Enveil FAQs: 

  • Does your solution protect all my data, all the time?
  • Do I need to pool or centralize my data in order to use ZeroReveal?

Looking for more Frequently Asked Questions? Check out our full FAQ page

FAQ: Does your solution protect all my data, all the time?

No, we exclusively focus on protecting data while it's being used or processed, also known as Data in Use. This is different from other common forms of encryption, such as those that protect Data at Rest on the file system, or Data in Transit as it moves through the network. You can think of Data in Use as the interaction with the data – we encrypt the search, analytic, or machine learning model itself, as well as the corresponding results, and ensure it stays encrypted throughout the processing lifecycle.

Using Enveil, organizations can securely derive insights, cross-match, and search third-party data assets without ever revealing the contents of the search itself, compromising the security or ownership of the underlying data, or exposing their own interest in the data. You can find more about specific use case here.

The Data Triad

FAQ: Do I need to pool or centralize my data in order to use ZeroReveal?

No, we specifically designed our software to support a decentralized approach to data sharing and collaboration since we know that requirements to move or pool sensitive assets are often deal breakers for our customers. Enveil ZeroReveal allows all participating organizations to retain positive control and ownership of their sensitive data assets at all times. We will never ask you to move data to a centralized data lake or repository, an approach that differentiates us from many of our competitors. We enable customers to perform encrypted processing over data where it is and as it is today.

Enveil delivers secure and efficient data usage at scale by allowing datasets to be used in-place across silos and security boundaries, including multi-domain, multi-jurisdiction, and third-party environments, eliminating the need to replicate data into higher-trust systems for processing. This creates workflow efficiencies that deliver immediate cost-savings via reduced resources for data ingest, compute, and storage.

Enveil FAQ
To learn more about the expanded value unlocked by Enveil, please schedule a meeting.
Enveil Logo
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.
Copyright © 2026 Enveil | Privacy Policy