Data Collaboration Platform
Provider 
Founded 1969
Sells To Enterprise
Pricing Model Recurring, SaaS, Software
Ownership Public

LiveRamp's cloud-based platform for privacy-conscious data collaboration, identity resolution, and audience activation across channels.
The LiveRamp Data Collaboration Platform is a cloud-agnostic SaaS offering that lets brands, agencies, publishers, and platforms connect first-party data and collaborate across four portfolios: Data Marketplace, Consumer Insights, Planning and Activation, and Measurement and Optimization. It powers identity resolution, segmentation, and activation through a persistent people-based identifier.
The platform supports multi-party clean rooms, data enrichment, and conversion APIs, and is embedded across major cloud providers including Google Cloud, AWS, Snowflake, and Databricks. LiveRamp reports reach across more than 500 activation platforms and 21,000 publishers.
Amazon Web Services

AWS Clean Rooms
aws.amazon.com
Salesforce

Data 360
salesforce.com
Epsilon

Epsilon Data & Identity Platform
epsilon-ai.com
Snowflake

Snowflake Data Clean Rooms
snowflake.com
| Attribute | Data Collaboration Platform | AWS Clean Rooms | Data 360 | Epsilon Data & Identity Platform | Snowflake Data Clean Rooms | |
|---|---|---|---|---|---|---|
| Provider | ||||||
| Founded | 1969 | 2006 | 1999 | 2022 | 2012 | |
| Sells To | Enterprise | Small Business | Enterprise, Small Business | Education, Enterprise | Enterprise | |
| Pricing Model | Recurring, SaaS, Software | Recurring | Recurring | Recurring, Software | Recurring | |
| Ownership | Public | Public | Public | Venture-backed | Public |
Provider 
Founded 1969
Sells To Enterprise
Pricing Model Recurring, SaaS, Software
Ownership Public
Provider 
Founded 2006
Sells To Small Business
Pricing Model Recurring
Ownership Public
Provider 
Founded 1999
Sells To Enterprise, Small Business
Pricing Model Recurring
Ownership Public
Provider 
Founded 2022
Sells To Education, Enterprise
Pricing Model Recurring, Software
Ownership Venture-backed
Provider 
Founded 2012
Sells To Enterprise
Pricing Model Recurring
Ownership Public


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