ZeroReveal
ZeroReveal, by Enveil, is a commercial software platform that protects data while it is being used or processed, a state known as Data in Use.
Publisher review
ZeroReveal, by Enveil, is a commercial software platform that protects data while it is being used or processed, a state known as Data in Use. It is designed for organizations that need to analyze and collaborate on sensitive information across internal silos, jurisdictional boundaries, or security perimeters without exposing the underlying data. The tool targets use cases such as fraud prevention, secure mission planning, and cross-boundary data analysis in both commercial and public sector environments, including defense and intelligence. Enveil positions ZeroReveal as the first scalable, enterprise-ready product to address this data state, moving Privacy Enhancing Technologies (PETs) from theoretical to operational deployment at scale.
ZeroReveal 6.0, released in July 2025, uses encrypted search powered by PETs to enable secure querying and analysis of data without decryption. The release delivers accelerated scalability, improvements in cloud hardware configuration, and advanced server integrations optimized for Edge deployments in resource-constrained environments. It supports commercial, open source, and third-party data sources, and includes customized visualizations for time-series and weather data. A scheduled queries feature allows automated, recurring analysis. The software is designed to integrate with existing infrastructures, enabling organizations to use data 'where it is and as it is' without increasing operational risk or compromising data integrity, as stated by CEO Dr. Ellison Anne Williams.
Enveil is a recognized player in the data security market, named a Cool Vendor in Data Security by Gartner and a Technology Pioneer by the World Economic Forum. The company has won contracts with the U.S. Army (Linchpin program) and the Defense Innovation Unit (DIU) for hybrid space architecture, demonstrating applicability in high-stakes government environments. While ZeroReveal competes in the broader data security and privacy-enhancing technology space, specific named competitors are not provided in the sources. Its differentiation lies in its focus on protecting data during active use, a niche that traditional encryption tools (which protect data at rest or in transit) do not address.
A key trade-off is that ZeroReveal requires significant upfront integration effort to align with existing data pipelines and infrastructure, as it is not a plug-and-play solution. The technology, while mature, still carries performance overhead compared to unencrypted analysis, particularly for large-scale real-time queries. Pricing is not publicly disclosed, which limits budget comparison for procurement teams. Additionally, the platform's advanced capabilities may be over-engineered for organizations that do not need cross-boundary data sharing or that operate within a single security domain, making simpler encryption tools a more cost-effective choice.
How it works
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Accelerated scalability
ZeroReveal 6.0 delivers faster performance for large-scale data operations, enabling enterprise workflows across distributed environments.
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Cloud hardware configuration improvements
The software optimizes cloud deployments by enhancing hardware configuration, reducing latency and resource consumption.
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Edge deployment server integrations
Advanced server integrations allow ZeroReveal to run efficiently on Edge devices, supporting resource-constrained environments.
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Multi-source data support
The platform works with commercial, open source, and third-party data sources, enabling flexible data ingestion without vendor lock-in.
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Customized time-series and weather visualizations
ZeroReveal provides tailored visualizations for time-series and weather data, aiding analysis in mission planning and environmental monitoring.
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Resource-constrained environment optimizations
The software is optimized for low-power or limited-resource environments, making it suitable for Edge and IoT deployments.
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Scheduled queries feature
Users can automate recurring encrypted searches, reducing manual intervention and enabling continuous monitoring of sensitive data.
Strengths and trade-offs
Strengths
- Enhances data security during active use, a state not addressed by traditional encryption tools that protect data at rest or in transit.
- Allows secure data analysis and collaboration across organizational, jurisdictional, and security boundaries without exposing sensitive interests.
- Supports high-stakes applications such as fraud prevention and secure mission planning, with proven deployments in U.S. Army and DIU contracts.
- Integrates with existing infrastructures and supports multiple data sources, reducing the need for extensive data migration.
Trade-offs
- Requires significant upfront integration effort to align with existing data pipelines and infrastructure, as it is not a plug-and-play solution.
- Carries performance overhead compared to unencrypted analysis, particularly for large-scale real-time queries, due to encryption processing.
- Pricing is not publicly disclosed, making budget comparison with alternative data security tools difficult for procurement teams.
- Advanced capabilities may be over-engineered for organizations that do not need cross-boundary data sharing, making simpler encryption tools more cost-effective.
Pricing context
Not publicly disclosed; organizations must contact Enveil for custom pricing based on deployment scale and use case.
Getting started with ZeroReveal
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Request access to ZeroReveal
Contact Enveil's sales team through their website to request a demo or trial. Provide details about your deployment scale and use case to receive a customized quote and access credentials for the platform.
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Connect your data sources
Configure ZeroReveal to ingest data from your commercial, open source, or third-party sources. Use the platform's integration tools to connect existing databases or data pipelines without migrating data, ensuring sensitive information remains encrypted.
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Set up encrypted query parameters
Define the fields and criteria for your encrypted searches. Specify which data attributes to query, such as time-series or weather data, and configure the scheduled queries feature to automate recurring analysis without manual intervention.
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Run your first encrypted search
Execute a test query against your connected data sources using ZeroReveal's encrypted search. Verify that the platform returns results without decrypting the underlying data, confirming that sensitive information remains protected during analysis.
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Deploy for continuous monitoring
Schedule automated queries to run at regular intervals for ongoing analysis. Monitor performance metrics and adjust cloud hardware configurations or Edge server integrations as needed to optimize latency and resource usage in your environment.
Frequently Asked Questions
What is ZeroReveal and how does it protect data in use?
ZeroReveal, by Enveil, is a commercial software platform that protects data while it is being used or processed, known as Data in Use. It uses encrypted search powered by Privacy Enhancing Technologies to enable secure querying and analysis without decryption, addressing a gap traditional encryption tools leave open.
What are the key features of ZeroReveal 6.0 released in July 2025?
ZeroReveal 6.0 delivers accelerated scalability, cloud hardware configuration improvements, and advanced server integrations for Edge deployments. It supports commercial, open source, and third-party data sources, includes customized time-series and weather visualizations, and adds a scheduled queries feature for automated recurring analysis.
How does ZeroReveal enable secure cross-boundary data analysis?
ZeroReveal allows organizations to analyze and collaborate on sensitive information across internal silos, jurisdictional boundaries, or security perimeters without exposing the underlying data. It uses encrypted search so data remains protected during active use, enabling secure mission planning and fraud prevention in multi-domain environments.
What are the main trade-offs or weaknesses of using ZeroReveal?
ZeroReveal requires significant upfront integration effort to align with existing data pipelines and is not plug-and-play. It carries performance overhead compared to unencrypted analysis, especially for large-scale real-time queries. Pricing is not publicly disclosed, and its advanced capabilities may be over-engineered for simpler, single-domain use cases.
Who typically uses ZeroReveal and for what applications?
ZeroReveal targets commercial and public sector organizations, including defense and intelligence. Use cases include fraud prevention, secure mission planning, and cross-boundary data analysis. It has proven deployments with the U.S. Army (Linchpin program) and the Defense Innovation Unit for hybrid space architecture, demonstrating high-stakes government applicability.
How does ZeroReveal differ from traditional encryption tools?
Traditional encryption tools protect data at rest or in transit but leave it exposed during active use. ZeroReveal focuses on protecting Data in Use through encrypted search, allowing secure querying and analysis without decryption. This fills a niche that conventional encryption does not address, enabling secure collaboration across boundaries.
Alternatives
How ZeroReveal compares
Direct head-to-head against 2 competitors. Picked by 7wData.
ZeroReveal
- Pricing
- Not publicly disclosed; organizations must contact Enveil for custom pricing based on deployment scale and use case.
- Target
- ZeroReveal, by Enveil, is a commercial software platform that protects data while it is being used or processed, a state known as Data in Use.
- Strength
- Enhances data security during active use, a state not addressed by traditional encryption tools that protect data at rest or in transit.
- Watch for
- Requires significant upfront integration effort to align with existing data pipelines and infrastructure, as it is not a plug-and-play solution.
DataGrail
- Pricing
- Custom/Contact sales
- Target
- Mid-sized to large enterprises needing privacy automation and consent management
- Deployment
- SaaS, cloud-hosted
- Strength
- Automated data mapping across CRMs, databases, and marketing tools
- Watch for
- Limited customization for unique privacy workflows; pricing may exceed smaller budgets
Enveil ZeroReveal
- Pricing
- Custom/Contact sales
- Target
- Organizations needing encrypted search and machine learning on sensitive data
- Deployment
- On-premises, cloud, edge
- Strength
- Homomorphic encryption for secure cross-boundary data queries without data movement
- Watch for
- Complex integration for non-technical teams; performance overhead on legacy hardware
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Sources
Reporting on this tool draws on these publicly available sources.