Compare the Top Government Data Clean Room Software as of November 2025

What is Government Data Clean Room Software?

Data clean room software provides a secure environment for companies to collaborate and analyze sensitive data without exposing personally identifiable information (PII) or confidential business data. It allows organizations to share data sets and generate insights while ensuring compliance with privacy regulations, such as GDPR or CCPA. The software uses advanced encryption, anonymization, and access controls to protect data, enabling trusted partnerships between businesses. Its analytical tools allow users to run queries, generate reports, and perform marketing or research analysis without risking data breaches. By maintaining strict data privacy, data clean room software fosters secure and compliant data collaboration across industries. Compare and read user reviews of the best Government Data Clean Room software currently available using the table below. This list is updated regularly.

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    Vendia

    Vendia

    Vendia

    Vendia is a SaaS service that makes it easy for companies and organizations to share code and data across clouds, regions, accounts, and technology stacks. Vendia helps enterprises share code and data across companies, clouds, accounts, regions, and technology stacks. Vendia's unique architecture offers a distributed data model that goes everywhere you need it to, and its serverless design enables it to scale seamlessly. Vendia helps businesses create a complete portrait of their data, for example to track and trace items in a supply chain. Often that information spans business parties, such as suppliers, logistics, affiliates, and others. These might be different legal entities, different departments within the same enterprise, or even the same department but divided by their adoption of different public cloud services, such as one using AWS and another using Azure.
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    Duality

    Duality

    Duality Technologies

    Duality Technologies provides a cutting-edge privacy-enhancing platform that enables organizations to securely analyze and collaborate on sensitive, distributed data without exposing or moving it. Using advanced Privacy Enhancing Technologies (PETs) such as fully homomorphic encryption and federated learning, Duality allows AI models and analytics to run safely on encrypted data. The platform supports secure data sharing across borders and organizational silos while maintaining strict compliance and data sovereignty. Duality’s solutions empower industries like financial services, healthcare, and government to generate insights, accelerate innovation, and minimize risk. Customers benefit from seamless integration with major cloud providers and enterprise partners including AWS, Azure, and Google. By safeguarding data throughout the entire data science lifecycle, Duality unlocks new possibilities for privacy-first collaborative research and AI.
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    Amazon Marketing Cloud
    Amazon Marketing Cloud (AMC) is a secure, privacy-protected, cloud-based, clean room solution in which advertisers can easily perform analysis and create audiences via pseudonymized signals, including signals from Amazon Ads and its own inputs. AMC unifies rich signals from Amazon properties, advertisers, and built-in external providers, and allows flexible inquiries about these signals in a secure privacy environment. Subsequently, advertisers can employ personalized insights and audiences generated through AMC to optimize campaign strategies, direct marketing execution, and influence business decisions. Create custom audience lists using interaction logs, conversion events, segment information, and more. Audiences created in AMC can be activated directly through Amazon DSP. Get a deep understanding of customer shopping experiences through Amazon Ads media and channels. Quantifies the advertising impact on Amazon and outside of Amazon.
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    AWS Clean Rooms
    Create clean rooms in minutes, and collaborate with your partners without sharing raw data. AWS Clean Rooms helps customers more quickly and easily deploy their own clean rooms without having to build, manage, and maintain their own solutions. Companies can also use APIs to integrate the functionality of AWS Clean Rooms into their workflows. AWS Clean Rooms helps companies and their partners more easily and securely analyze and collaborate on their collective datasets, All without sharing or copying one another's underlying data. With AWS Clean Rooms, you can create a secure data clean room in minutes and collaborate with any other company on AWS to generate unique insights about advertising campaigns, investment decisions, and research and development. AWS Clean Rooms makes it quick and easy to generate insights from multiparty data with minimal data movement and without copying or revealing the underlying data.
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    Google Ads Data Hub
    Tailor your marketing measurement approach to your unique business needs. Ads Data Hub enables customized analysis that aligns with your specific business objectives while respecting user privacy and upholding Google’s high standards of data security. With Ads Data Hub, you can upload your first-party data into BigQuery and join it with Google event-level ad campaign data. Combining your data with Google event data can unlock insights, improve advertising efficiency, help you achieve data-driven business goals, and yield more effective campaign optimization. Results from Ads Data Hub are aggregated over a group of users, which allows Google to provide more complete data and still maintain end-user privacy. Ads Data Hub is built in a privacy-safe way, and its functionality differs significantly from other data warehousing solutions. Even experts with experience using other clean rooms and data warehousing solutions may need to learn how to operate effectively in Ads Data Hub.
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    Decentriq

    Decentriq

    Decentriq

    Privacy-minded organizations work with Decentriq. With the latest advancements in encryption and privacy-enhancing technologies such as synthetic data, differential privacy, and confidential computing, your data stays under your control at all times. End-to-end encryption keeps your data private to all other parties. Decentriq cannot see or access your data. Remote attestation gives you verification that your data is encrypted and only approved analyses are running. Built-in partnership with market-leading hardware and infrastructure providers. Designed to handle even advanced AI and machine learning models, the platform keeps your data inaccessible no matter the challenge. With processing speeds approaching typical cloud levels, you don’t have to sacrifice scalability for excellent data protection. Our growing network of data connectors supports more streamlined workflows across leading data platforms.
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