AWS Clean Rooms

6 min readJul 20, 2023


AWS Clean Rooms is a service that allows you and your partners to analyze and work on collective datasets to generate insights without sharing or replicating each other’s underlying data or moving it outside of AWS. AWS Clean Rooms allows you to construct your own clean rooms in minutes and begin analyzing your group datasets with a few clicks.

Using AWS Clean Rooms, you can collaborate with hundreds of thousands of other AWS customers without storing a copy of your data outside of your AWS environment or loading it into another platform. AWS Clean Rooms reads the data where it exists and applies analytical rules to help you keep control over your data when you run queries.

AWS Clean Rooms offers a comprehensive set of privacy-enhancing measures, such as query constraints, query output restrictions, and query logging, that allow you to tailor restrictions on the queries conducted by each clean room member. To comply with tight data-handling standards, AWS Clean Rooms also offers powerful cryptographic computing tools that keep data protected even as queries are performed.

AWS Clean Rooms are secure, isolated environments where customers can develop and test software solutions without the risk of exposing sensitive data. These Clean Rooms are typically used in situations where the development process involves highly sensitive or regulated data, such as in the healthcare or financial industries.

In an AWS Clean Room, customers can completely control the environment and customize it to meet their specific needs. AWS offers sophisticated security features, including encryption, to ensure that data is always secure. This article covers detailed knowledge of AWS Clean Rooms.

Features of AWS Clean Rooms

  • Multi-party

Using AWS Clean Rooms, you can analyze data with up to four additional parties in a single collaboration. Without writing code, you may securely generate insights from numerous firms. You can set up a clean room, invite organizations to participate, and decide who can execute analysis within the collaboration.

When you execute queries in a collaboration, AWS Clean Rooms pulls data from where it lives and imposes constraints that automatically safeguard each participant’s underlying data. You can define analysis rules for each table. These rules allow you to limit the kind of SQL queries that can be run on your data. You can also set output limits like minimum aggregation thresholds.

  • Full Programmatic Access

All AWS Clean Rooms functionality is accessible via an API in addition to the AWS Management Console. You will be able to automate AWS Clean Rooms operations, integrate Clean Rooms capabilities into your existing processes and products, or create your own version of clean room service for your clients using the AWS SDKs or Command Line Interface (CLI).

  • SQL Queries that are Flexible and Subject to Automated Analysis Guidelines

Those who form or join an AWS Clean Rooms collaboration can write queries that intersect and analyze the collaboration’s data tables, subject to the analysis rules defined by each member. AWS Clean Rooms controls support list and Aggregation analysis rules.

Benefits of AWS Clean Rooms

AWS Clean Rooms are secure environments that are designed for customers to build, test, and innovate on top of AWS services while protecting sensitive data. Some of the benefits of using AWS Clean Rooms include:

  • Enhanced Security: AWS Clean Rooms provide a high level of security by isolating the customer’s data and applications from the underlying infrastructure. This helps to protect sensitive data and intellectual property from external threats.
  • Compliance: AWS Clean Rooms are designed to comply with various regulatory requirements, including GDPR, HIPAA, and PCI DSS. This makes them suitable for companies in highly regulated industries like healthcare and finance.
  • Flexibility: AWS Clean Rooms enable clients to tailor the environment to their individual requirements. Customers can use their own hardware, software, and security controls, which can help them to maintain control over their data and applications.
  • Reduced Risk: Customers can lower the risk of security breaches and data loss by using AWS Clean Rooms, which can substantially impact their business.
  • Increased Productivity: By offering a safe, isolated environment for their applications, AWS Clean Rooms can assist businesses in streamlining their development and testing processes. This can increase productivity and reduce time-to-market for new products and services.

In summary, AWS Clean Rooms provide customers with enhanced security, compliance, flexibility, reduced risk, and increased productivity. These benefits can help businesses to protect sensitive data, innovate faster, and maintain a competitive edge in their industry.


When using AWS Clean Rooms, you simply pay for the compute capacity of your queries. AWS Clean Rooms scales up or down dynamically to meet the needs of your query workload and shuts off during periods of inactivity, saving you administration time and money.

AWS Clean Rooms uses Clean Rooms Processing Units (CRPUs) to assess computing power. You are charged for the tasks you execute in CRPU hours on a per-second basis (with a 60-second minimum fee). The 32 CRPUs are the minimum capacity for AWS Clean Rooms collaborations; this capacity can scale up or down automatically depending on usage patterns. The pricing for AWS Clean Rooms varies by region.

Future of AWS Clean Rooms

The future of AWS Clean Rooms looks promising as more companies are seeking secure and compliant environments to develop and test their applications. Here are some potential trends for the future of AWS Clean Rooms:

  • Increased Adoption: As more companies move their applications and data to the cloud, the demand for secure and isolated environments like AWS Clean Rooms is expected to grow. This may lead to increased adoption of AWS Clean Rooms by businesses across various industries.
  • Integration with other AWS Services: AWS Clean Rooms may be integrated with other AWS services, such as Amazon S3, Amazon EC2, and Amazon RDS, to provide customers with a more seamless and integrated development and testing experience.
  • Advancements in Security: AWS Clean Rooms may incorporate advanced security features, such as machine learning-based threat detection and prevention, to enhance the security of the environment and protect sensitive data.
  • Expansion of Compliance Certifications: AWS Clean Rooms may expand their compliance certifications to include additional regulations and standards, which would make them more accessible to customers in different industries and regions.
  • Development of New Use Cases: As AWS Clean Rooms become more widely adopted, new use cases may emerge, such as developing new applications and services in highly regulated industries or testing new technologies in a secure and isolated environment.

In summary, the future of AWS Clean Rooms looks bright, with potential trends including increased adoption, integration with other AWS services, advancements in security, expansion of compliance certifications, and the development of new use cases. These trends may help businesses to develop and test their applications more securely and efficiently while minimizing the risk of data loss and security breaches.


AWS Clean Rooms are secure and isolated environments that provide customers with high security and compliance. They are designed for customers to build, test, and innovate on top of AWS services while protecting sensitive data and intellectual property.

By using AWS Clean Rooms, customers can enjoy benefits such as enhanced security, compliance, flexibility, reduced risk, and increased productivity. They can customize the environment to meet their specific needs and maintain control over their data and applications. AWS Clean Rooms are ideal for businesses in highly regulated areas such as healthcare and finance, where tight regulatory compliance is vital.

They can help businesses to protect sensitive data, innovate faster, and maintain a competitive edge in their industry. Overall, AWS Clean Rooms provide a secure and isolated environment for customers to develop and test their applications while minimizing the risk of data loss and security breaches.




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