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
December 15, 2023

DataTribe: Cyber Trends and Predictions

Enveil CEO Ellison Anne Williams contributes her take on what to expect for cyber and AI in 2024

Excerpt:

This report explores the top themes we saw this year and throughout the 2023 Challenge. We add to our perspective with forward-looking predictions from members of the DataTribe CISO Network and CEOs of our portfolio companies: all experts, all with different lenses on the vast domain that is cybersecurity.

Undoubtedly, 2023 was the year of AI in cybersecurity (and in everything else). Forty percent of the submissions to the DataTribe Challenge were AI-centered. That’s a massive increase and points toward a future in the next five years where AI-powered defenses will become the mainstream default. [...]

2024 Predictions from the DataTribe CISO Network and Portfolio Company CEOs

Managing AI Risk

“In 2024, organizations will recognize the need for Secure AI — and take meaningful steps to mitigate the risks associated with AI/ML capabilities.  This year proved we are firmly in the AI era. Driven by data, the impact these technologies have on our lives, businesses, and society at large will only continue to grow. But, we also affirmed that the benefits of AI capabilities are not without pitfalls. Over the past few months, we’ve seen global leaders, including the White House, CISA, and NCSC, release action-oriented directives aimed at recognizing and mitigating AI risk. Many of these guiding documents pointed toward adopting technology-powered solutions such as Privacy Enhancing Technologies (PETs). While PETs have been proven to unlock value for cross-silo data collaboration applications such as encrypted search, 2024 is the year the focus will extend to their applicability in the AI. When used for encrypted model training and evaluation, the Secure AI capabilities enabled by PETs allow users to unlock value from cross-silo data sources without increasing organizational risk, compromising sensitive data, or sacrificing our values — all factors that will be key to ensuring we can responsibly capitalize on the benefits of AI in the New Year” Ellison Anne Williams, Founder & CEO, Enveil

Read the full DataTribe report here.

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 © 2025 Enveil | Privacy Policy