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Aggregion DataLabs & CleanRoom
What it is
Aggregion DataLabs & CleanRoom provides an environment for developing and running models using data shared by multiple partners. Its workflow includes data cataloging, partner dataset discovery, protected DataLabs for model development, CleanRoom calculations, and result activation. Partners connect data through a virtual data warehouse, with support for structured and semi-structured sources. DataLabs virtual machines depersonalize data and apply distortion models during development. Listed programming languages include Python, R, PySparc, Scala, and Java. The technical architecture includes adapters for RDBMS, Hive, and Kafka, as well as an API for integrations. For computations on shared data, the maker describes Intel SGX hardware-level encryption for enclave memory. A decentralized protocol manages metadata, rights, permissions, script approvals, and collaboration actions. Scripts can be reviewed and approved, scheduled or invoked through an API, and monitored using logs on an immutable ledger. Deployment is available in the cloud or on-premise, with customers choosing where to host the DataLab and enclave. Enterprise operations include Kubernetes application management, a central administration console, and OAuth and AD authentication protocols. Pricing is available on request.
For and against
For
- Supports structured and semi-structured data
- Lists Python, R, PySparc, Scala, and Java
- Cloud or on-premise deployment
- Scripts can be reviewed and approved
- Execution logs are stored on an immutable ledger
Against
- Pricing is available on request
- Customers must choose where to host DataLab and enclave
The verdict
Aggregion combines partner data workflows with protected model development, CleanRoom calculations, and controls for script review and execution logging. Pricing is available on request, and deployment can be cloud or on-premise.
Who it suits
It suits organizations that want to build models using data from multiple partners and need governance over permissions, scripts, and execution. Its cloud or on-premise deployment options may also suit teams with a preferred hosting location.
Plans and prices
DataLabs & CleanRoom
Pricing not listed; request a demo
Read 4 Oct 2026 · aggregion.com
On the record
- Auditability
- Scripts can be reviewed and approved, scheduled or invoked by API, and execution can be monitored through logs stored on an immutable ledger.aggregion.com · read 4 Oct 2026
- Data sources
- Partners connect data through a virtual data warehouse, and the platform supports structured and semi-structured data.aggregion.com · read 4 Oct 2026
- Deployment
- The maker offers cloud or on-premise deployment and says customers can choose where to host the DataLab and enclave.aggregion.com · read 4 Oct 2026
- Enterprise operations
- Enterprise readiness includes Kubernetes application management, a central administration console, and authentication protocols listed as OAuth and AD.aggregion.com · read 4 Oct 2026
- Governance
- A decentralized protocol manages metadata, rights, permissions, script approvals, and other collaboration actions.aggregion.com · read 4 Oct 2026
- Integrations
- The technical architecture lists database adapters for RDBMS, Hive, and Kafka, plus an advanced API for integrations.aggregion.com · read 4 Oct 2026
- Intended users
- The product page describes the solution as trusted by large banks, telecom companies, and retailers.aggregion.com · read 4 Oct 2026
- Languages
- The product lists Python, R, PySparc, Scala, and Java among supported programming languages.aggregion.com · read 4 Oct 2026
- Modeling
- DataLabs VMs automatically depersonalize data and apply distortion models for model development.aggregion.com · read 4 Oct 2026
- Purpose
- Provides an end-to-end environment for building and running models on joint data.aggregion.com · read 4 Oct 2026
- Security
- The maker describes Intel SGX hardware-level encryption for enclave memory during shared-data computations.aggregion.com · read 4 Oct 2026
- Workflow
- The workflow covers data cataloging, partner dataset discovery, model development in protected DataLabs, CleanRoom calculations, and result activation.aggregion.com · read 4 Oct 2026
