Enveil is at the forefront of the privacy and data security revolution, focused on enabling organizations to unlock the value of sensitive information without ever exposing it. In a world where companies and government agencies struggle to balance privacy with usability, Enveil addresses a critical gap: protecting data while it is actively being processed. This approach empowers organizations to perform analytics, searches, and computations on encrypted data—without ever decrypting it—allowing them to harness insights safely and responsibly.
Innovative Technology: ZeroReveal®
At the core of Enveil’s offerings is its flagship ZeroReveal® platform. Unlike traditional security solutions that only safeguard data at rest or in transit, ZeroReveal protects data in use, enabling computations on fully encrypted datasets. By leveraging advanced homomorphic encryption and secure multi-party computation techniques, Enveil ensures that data can remain confidential even during analysis or collaboration.
ZeroReveal’s architecture includes a two-part system: a client component residing with the data owner and a server component at the location where the data resides. This design allows secure computations without moving or exposing the underlying data. Over successive versions, Enveil has dramatically improved performance, making encrypted computations commercially viable at enterprise scale. This unique combination of privacy, performance, and scalability positions Enveil as a leader in the emerging field of Privacy Enhancing Technologies (PETs).
Applications Across Industries
Enveil’s solutions are versatile, supporting organizations across financial services, healthcare, government, and AI-driven sectors.
- Financial Services: Institutions can analyze proprietary datasets or share insights securely without risking exposure of trade secrets or confidential client information.
- Healthcare & Insurance: Providers and insurers can conduct research, perform analytics, and make data-driven decisions while remaining compliant with stringent privacy regulations.
- Government & Intelligence: Enveil’s technology enables secure intelligence analysis, watchlisting, and mission-critical operations without compromising sensitive information.
- Artificial Intelligence & Machine Learning: ZeroReveal supports secure AI model training and inference on encrypted datasets, allowing organizations to benefit from AI insights without exposing the underlying data.
Leadership and Vision
Founded and led by Dr. Ellison Anne Williams, Enveil has combined expertise in mathematics, cryptography, and advanced computing to tackle one of the hardest problems in data security: safeguarding data while in use. The leadership team’s deep understanding of both the technical and operational challenges of sensitive data has driven the development of practical, scalable solutions that integrate seamlessly into existing infrastructure.
Enveil’s vision is clear: to remove the tradeoff between data privacy and usability, enabling organizations to extract full value from their data while maintaining absolute control.
Strategic Partnerships and Integrations
Enveil has established strategic collaborations that enhance the capabilities of ZeroReveal and expand its reach across industries. Partnerships with technology providers and data platforms allow organizations to perform secure data analysis and collaboration without replicating or moving sensitive datasets. These integrations reinforce Enveil’s commitment to enabling secure, decentralized data usage, creating a data ecosystem where privacy and utility coexist.
Recognition and Industry Impact
Enveil has received widespread recognition for its innovative approach to data security. The company is acknowledged as a pioneer in Privacy Enhancing Technologies and has earned accolades for making homomorphic encryption and secure data computation practical at scale. Its technology addresses the “last gap” in data security, protecting information during its most vulnerable phase—while it is being actively used.
By solving this critical challenge, Enveil enables organizations to innovate, collaborate, and make data-driven decisions with confidence, all while ensuring privacy and compliance.
Looking Ahead: The Future of Secure Data
As organizations increasingly rely on AI, analytics, and cross-organization data collaboration, Enveil’s role in securing sensitive information becomes even more crucial. The company is poised to expand its offerings, support new use cases, and continue driving adoption of privacy-first computing across industries.
Enveil envisions a future where sensitive data can be fully leveraged without risk, enabling organizations to innovate freely while maintaining the highest standards of privacy, security, and trust. By combining advanced cryptography, scalable architecture, and practical usability, Enveil is not just protecting data—it is redefining how it can be used safely and effectively.
Ellison Anne Williams- CEO & Founder, Enveil
Ellison Anne Williams leads Enveil, a company at the forefront of secure data and privacy-enhancing technologies. Passionate about tackling complex problems with massive datasets, she is an entrepreneur at heart and a proud mother of five. She holds a Ph.D. and M.S. in Mathematics, as well as an M.S. in Computer Science with a focus on Machine Learning. Over her career, she has been honored with numerous awards for her contributions to technology and innovation.
“We allow operators and analysts to perform encrypted searches, watchlisting, and analytics that include sensitive indicators without moving/replicating assets or compromising mission objectives.”
