Integral

What Integral is

Integral assesses and prepares real-world data for AI use through privacy review, data sanitization, and documentation. Qualified statistical experts assess re-identification risk and provide a signed opinion scoped to that assessment. Integral Privacy Sanitization de-identifies enterprise data and records the assessment, remediation, utility metrics, and methodology provenance. Before applying changes, teams can use Remediation Preview to compare the privacy impact and utility metrics of multiple strategies. The platform supports reassessment as datasets, recipients, and context change.

Integral describes processing healthcare and clinical records, behavioral and consumer data, and enterprise and operational data. It is available as a web product and for self-hosted deployment, with options including managed cloud, VPC or private cloud, on-premises, and air-gapped environments. Privacy Sanitization can run in a customer's Databricks environment. The site also links to Bleach, an API for sanitizing data before it enters a training pipeline. A HIPAA BAA is available, and the company describes HIPAA Expert Determination by qualified statistical experts. Integral Privacy Technologies, Inc. presents the product for AI builders and data collaborators, including model builders, enterprise AI applications, data providers, pharma, data brokers, and analytics teams. Pricing is on request; prospective customers can book a personalized demo and custom assessment.

Who it suits

Integral suits AI builders and data collaborators who need privacy assessment and data sanitization before using real-world data for AI. Its described users include model builders, enterprise AI application teams, data providers, pharma, data brokers, and analytics teams.

Getting started

1. Visit the Integral website.
2. Book a demo or request a custom assessment.
3. Discuss the deployment option that fits your environment.
4. Arrange scheduling through [email protected].

Verdict

Integral suits organizations preparing sensitive, real-world data for AI that need expert privacy assessment and documented sanitization. Teams seeking pricing must request it through the sales process.