No. 9 of 21 ·Data Clean Room Software

Integral

Web · Self-hosted

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Freedom report

One barScore 5.4

Free tierNo free tier on record
Open codeNo open-source code on record
Runs widely1 of 6 device platforms
DocumentedPlans, terms and facts published

Integral is ranked #9 of 21 in data clean room software on Freedom251. It runs on Self-hosted, Web.

Integral plans and pricing

All plans

Custom pricing Not published Pricing not listed; book a demo useintegral.com · 4 Oct 2026

Compared on data clean room software

Deployment: hybrid

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The record

Product: Integral assesses, engineers, and documents real-world data to prepare it for AI use.
Privacy assessment: Qualified statistical experts assess re-identification risk and provide a signed, scoped opinion.
Data sanitization: Integral Privacy Sanitization de-identifies enterprise data while documenting assessment, remediation, utility metrics, and methodology provenance.
Remediation preview: Remediation Preview compares privacy impact and utility metrics for multiple strategies before changes are applied.
Continuous review: The platform supports re-assessment as datasets, recipients, and context evolve.
Data types: Integral describes processing healthcare and clinical records, behavioral and consumer data, and enterprise and operational data.
Databricks: Integral Privacy Sanitization can run directly in a customer's Databricks environment.
API: The site links to Bleach, an API for sanitizing data before it enters a training pipeline.
Security and compliance: The site says a HIPAA BAA is available and describes HIPAA Expert Determination by qualified statistical experts.
Intended users: The site presents Integral for AI builders and data collaborators, including model builders, enterprise AI applications, data providers, pharma, data brokers, and analytics teams.
Support and sales: The site directs prospective customers to book a demo and lists [email protected] for scheduling.
Pricing availability: The site offers a personalized demo and custom assessment but does not state a product price on that page.
Company name: The site identifies the company as Integral Privacy Technologies, Inc.

Where it ranks on Freedom251

Best Data Clean Room Software in 2026#9 of 21

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Sources

useintegral.com/platform· checked 4 Oct 2026
useintegral.com/platform/enterprise-data-sanitization· checked 4 Oct 2026
useintegral.com/platform/remediation-preview· checked 4 Oct 2026
useintegral.com· checked 4 Oct 2026
useintegral.com/platform/deployment· checked 4 Oct 2026
useintegral.com/book-a-demo· checked 4 Oct 2026