10 Best Data Clean Room Tools for Founders [2026 Updated]

1. LiveRamp Clean Room

• Type: Paid
• URL: https://liveramp.com/our-platform/clean-rooms/
• Overview: LiveRamp Clean Room provides a governed environment for identity resolution, data collaboration, and measurement, enabling brands and partners to join first‑party datasets without exposing raw PII. It focuses on interoperability across cloud providers and integrates with advertising and measurement workflows for cross‑platform analytics.

2. Snowflake Data Clean Rooms

• Type: Paid
• URL: https://www.snowflake.com/products/data-cloud/data-clean-rooms/
• Overview: Snowflake Data Clean Rooms enable secure, SQL‑based collaboration using Snowflake’s native sharing and governance features, letting participants run analyses without exposing raw rows or identifiers. The solution is cloud‑native and designed for scale across publishers, advertisers, and analytics partners.

3. AWS Clean Rooms

• Type: Paid
• URL: https://aws.amazon.com/clean-rooms/
• Overview: AWS Clean Rooms is a managed service that creates privacy‑preserving environments for multi‑party collaboration with fine‑grained controls, differential privacy, and audit logging to protect underlying data. It supports zero‑ETL workflows and integration with AWS analytics and partner data stores for marketing measurement and audience insights.

4. Google Ads Data Hub (ADH)

• Type: Paid
• URL: https://developers.google.com/ads-data-hub/
• Overview: Google Ads Data Hub is Google’s secure analytics environment that lets advertisers combine their first‑party data with Google ad signals for measurement and custom analysis while preserving user privacy. It provides controlled query access to aggregated results and is widely used for campaign attribution and YouTube/Google Ads analytics.

5. InfoSum Data Clean Room

• Type: Paid
• URL: https://www.infosum.com/products/secure-data-clean-room/
• Overview: InfoSum provides a decentralized clean room that matches hashed first‑party datasets via a non‑movable architecture, enabling partners to derive insights without centralizing raw data. The platform is designed for publishers, brands, and retailers to collaborate on audience matching, activation, and measurement with privacy controls.

6. Habu Data Clean Room

• Type: Paid
• URL: https://habu.com/
• Overview: Habu offers a data clean room platform focused on marketers and data teams to build, govern, and operationalize privacy‑safe analytics and measurement collaborations. The product emphasizes usability for marketing workflows and interoperability with identity and cloud partners.

7. Permutive (Clean Room + Edge DCR)

• Type: Paid
• URL: https://permutivework.com/
• Overview: Permutive provides a publisher‑centric clean room and edge‑first data collaboration platform that enables privacy‑safe audience curation, matching, and activation without moving raw user data. It’s built to help publishers, advertisers, and retail media teams activate first‑party signals across programmatic and direct channels.

8. Salesforce Data 360 Clean Rooms

• Type: Paid
• URL: https://www.salesforce.com/data/clean-rooms/
• Overview: Salesforce Data 360 Clean Rooms (part of Data 360) let organizations securely collaborate on governed datasets across partners, applying templates, column‑level rules, and activation pathways to marketing use cases. The solution integrates with Salesforce’s data and activation stack to enable audience discovery, measurement, and activation without exposing raw PII.

9. Databricks Clean Rooms

• Type: Paid
• URL: https://www.databricks.com/product/clean-room
• Overview: Databricks Clean Rooms provide a secure, governed environment built on Delta Sharing and the Lakehouse to enable privacy‑safe collaboration, analytics, and model training across organizations. It supports notebooks, SQL, and multi‑party workflows with controls to prevent exposure of underlying raw data.

10. Adobe Real‑Time CDP Collaboration (Clean Room capabilities)

• Type: Paid
• URL: https://experienceleague.adobe.com/playlists/real-time-customer-data-platform-data-collaboration-and-clean-room-solutions.html
• Overview: Adobe’s Real‑Time CDP Collaboration provides data partnership and clean room‑style capabilities for audience discovery, secure activation, and measurement using sketch/pseudonymization techniques and governed access. It’s tailored for marketers needing real‑time audience collaboration and activation across Adobe Experience Cloud.