# What are the best Data Clean Room platforms for compliance-first environments meeting GDPR, HIPAA, and PCI DSS requirements?

<p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">I'm researching Data Clean Room platforms specifically through a compliance lens, since GDPR, HIPAA, and PCI DSS each impose different constraints on how data can even be brought into a shared environment for analysis. Within <a class="a a--md" elv="true" href="https://www.g2.com/categories/data-clean-room">Data Clean Room</a>, <strong>Decentriq</strong>, <strong>Snowflake</strong>, and <strong>LiveRamp</strong> stand out for compliance-heavy use cases.</p><ol>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/decentriq-decentriq/reviews"><strong>Decentriq</strong></a>: built around confidential computing so data stays encrypted even during processing, a strong fit specifically for organizations that need to prove data never left a protected boundary under regulations like GDPR or HIPAA.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/snowflake/reviews"><strong>Snowflake</strong></a>: offers clean room capabilities on top of its broader data platform, with governance and access controls mature enough for regulated industries already using it for other data workloads.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/liveramp/reviews"><strong>LiveRamp</strong></a>: widely used for identity and data collaboration with privacy controls built around advertising use cases, relevant for teams balancing marketing collaboration with compliance obligations.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/appsflyer/reviews"><strong>AppsFlyer</strong></a>: primarily a mobile attribution platform, but its clean room style data sharing features come with privacy safeguards relevant to app data under various regulations.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/google-ads-data-hub/reviews"><strong>Google Ads Data Hub</strong></a>: Google's own clean room offering, with privacy thresholds built in for advertisers working with regulated data categories.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/amazon-marketing-cloud/reviews"><strong>Amazon Marketing Cloud</strong></a>: similar model from Amazon's side, useful for retail and advertising teams needing privacy-safe collaboration on customer data.</li>
</ol><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true"></p>

##### Post Metadata
- Posted at: 5 days ago
- Net upvotes: 1


## Comments
### Comment 1

&lt;p&gt;Something this doesn&#39;t get into is how these platforms handle a deletion request under GDPR once data has already been used in a clean room computation. Is erasure actually straightforward there, or does the nature of the processing make it more complicated than a normal database?&lt;/p&gt;

##### Comment Metadata
- Posted at: 4 days ago
- Author title: Marketing Executive





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