AWS Clean Rooms vs INDICO DataHub 2

AWS Clean Rooms lets companies analyze collective datasets without exchanging or copying the underlying data. Multiple companies can contribute to one collaboration while retaining data in their own accounts. Customers can permission AWS data and work with partner datasets in Snowflake and AWS through zero-ETL. Analysis supports SQL, Spark SQL, PySpark and machine learning. AWS lists advertising insights, investment decisions, research and development, customer insights and reporting as use cases. Privacy controls include fine-grained analysis rules, differential privacy, cryptographic computing, output restrictions and query logging. Clean Rooms ML supports custom and lookalike modeling; custom modeling allows collaborators to bring a model for training and inference without sharing underlying data or intellectual property. Access is available through the console, API, SDKs and command line. AWS lists availability in 11 Regions. Pricing is pay-as-you-go by capability and Region, with stated minimum charges for Spark SQL and PySpark. No free plan is available.

INDICO DataHub 2 combines a data marketplace with a data clean room for organizations seeking to collaborate on data. Its customer engagement use case applies audience data to insights for precision targeting and activation. In the marketplace, organizations can find datasets for analysis or AI and machine-learning training, and monetize their own data assets. The clean room uses Privacy-Enhancing Technology to process encrypted datasets without exposing sensitive information; partners can share and analyze data without software development. INDICO also offers data engineering services to build pipelines from internal and external sources. The product page describes AI integration and pipelines connecting multiple sources, but names no specific third-party integrations or supported operating systems. A free trial is available, with no duration stated. Professional costs $79 a month; Enterprise costs what you agree with the maker; Ultimate has no listed price. The plans list features including priority support, weekly performance analytics, real-time monitoring, and 24/7 premium support. The product is operated by PT Telkomsel Ekosistem Digital in Jakarta, Indonesia.