No. 5 of 21 ·Data Clean Room Software

Aggregion DataLabs & CleanRoom

Web · Self-hosted · API

Freedom report

One barScore 5.4

Aggregion DataLabs & CleanRoom is ranked #5 of 21 in data clean room software on Freedom251. It runs on API, Self-hosted, Web.

Aggregion DataLabs & CleanRoom plans and pricing

DataLabs & CleanRoom Not published Pricing not listed; request a demo aggregion.com · 4 Oct 2026

Purpose: Provides an end-to-end environment for building and running models on joint data.
Workflow: The workflow covers data cataloging, partner dataset discovery, model development in protected DataLabs, CleanRoom calculations, and result activation.
Data sources: Partners connect data through a virtual data warehouse, and the platform supports structured and semi-structured data.
Modeling: DataLabs VMs automatically depersonalize data and apply distortion models for model development.
Languages: The product lists Python, R, PySparc, Scala, and Java among supported programming languages.
Integrations: The technical architecture lists database adapters for RDBMS, Hive, and Kafka, plus an advanced API for integrations.
Security: The maker describes Intel SGX hardware-level encryption for enclave memory during shared-data computations.
Governance: A decentralized protocol manages metadata, rights, permissions, script approvals, and other collaboration actions.
Auditability: Scripts can be reviewed and approved, scheduled or invoked by API, and execution can be monitored through logs stored on an immutable ledger.
Enterprise operations: Enterprise readiness includes Kubernetes application management, a central administration console, and authentication protocols listed as OAuth and AD.
Intended users: The product page describes the solution as trusted by large banks, telecom companies, and retailers.

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