Decentriq Data Clean Rooms vs Placino

Decentriq Data Clean Rooms lets organizations collaborate on data analysis while keeping raw records private to their owners. Participants receive approved, aggregated results rather than one another’s underlying data. Business users can build insights and custom audiences without code; advanced collaborations support Python, SQL, and R. Its privacy controls use encryption and confidential computing. In the no-code version, only approved aggregated insights and audience identifiers can leave the clean room. Advanced Analytics requires data-owner approval before external parties can access results, and both versions provide tamper-proof audit logs. The service offers API and SDK access, with connectors to import from Amazon S3 and Snowflake and export to Amazon S3 and Meta Ads Manager. Decentriq identifies advertisers, publishers, data partners, retailers, agencies, and healthcare organizations as intended users. It runs in the cloud and is available through web and API. Pricing is on request; the company invites prospective customers to contact it or schedule a demo.

Placino is a data clean room platform for organizations that want to analyze shared data without exposing raw customer records. Its listed uses include audience overlap analysis, campaign lift measurement and shared-audience activation. Data can arrive through web uploads, SFTP, HTTP streaming API, Kafka, S3, MinIO or scheduled database pulls. Listed database sources include PostgreSQL, MySQL, Oracle, SQL Server, BigQuery, Snowflake, Redshift and ClickHouse. Users can query through templates, custom SQL, a visual builder or natural-language AI text-to-SQL. Privacy controls include differential privacy, k-anonymity suppression, per-query privacy budgets and column-level permissions. Placino says uploads are encrypted at rest with AES-256-GCM, with encryption keys wrapped using RSA-4096. It maps controls to GDPR, CCPA/CPRA, KVKK, HIPAA and SOC 2, while stating that it has not achieved SOC 2 Type II attestation. The free plan is free and includes 500K datapoints per month, one clean room and up to three partners. Placino is based in Dubai and describes its intended customers as enterprises, including retail, financial services, telecommunications, healthcare and pharma.