Aggregion DataLabs & CleanRoom vs LiveRamp Clean Room
Aggregion DataLabs & CleanRoom
aggregion.com
LiveRamp Clean Room
liveramp.comSide by side
| Figure | Aggregion DataLabs & CleanRoom | LiveRamp Clean Room |
|---|---|---|
| Price from | — | $1,666.67/mo |
| Free plan | — | — |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | — |
| Plans published | 1 | 3 |
| Spec score · Data Clean Room Software | 7.4 (#7) | 7.3 (#11) |
| Governance | A decentralized protocol manages metadata, rights, permissions, script approvals, and other collaboration actions. | LiveRamp says new products, major product changes, and AI use undergo review by security, legal, data ethics, and compliance teams. |
| Purpose | Provides an end-to-end environment for building and running models on joint data. | LiveRamp Clean Room provides a secure environment for multiple parties to collaborate on data while preserving each party’s privacy and governance controls. |
| Security | The maker describes Intel SGX hardware-level encryption for enclave memory during shared-data computations. | LiveRamp states it encrypts customer data at rest with AES 256 and in transit with TLS 1.2 or higher. |
Plans
Aggregion DataLabs & CleanRoom
- DataLabs & CleanRoomPriced on request
LiveRamp Clean Room
- Standard$20,000 a year
- Premier$150,000 a year
- Enterprise$360,000 a year
In their own words
Aggregion DataLabs & CleanRoom
Aggregion DataLabs & CleanRoom is an environment for building and running models on data shared by multiple partners. Its workflow spans cataloging, discovering partner datasets, developing models in protected DataLabs, performing CleanRoom calculations, and activating results. Partners connect through a virtual data warehouse, with structured and semi-structured data supported. DataLabs virtual machines depersonalize data and apply distortion models during development. Listed languages include Python, R, PySparc, Scala, and Java. The architecture includes adapters for RDBMS, Hive, and Kafka, plus an advanced integration API. Intel SGX hardware-level encryption is described for enclave memory during shared computations. A decentralized protocol governs metadata, permissions, rights, approvals, and related collaboration actions. Scripts may be reviewed, approved, scheduled, or invoked through API, with execution logs kept on an immutable ledger. Deployment can be cloud or on-premise, and customers choose hosting for the DataLab and enclave. Pricing is available on request.
LiveRamp Clean Room
LiveRamp Clean Room has no write-up on Specifiction yet; its figures are above.