Integral

What Integral is

Integral assesses and prepares real-world data for AI use through privacy review, data sanitization, and documentation. Qualified statistical experts evaluate re-identification risk and provide a signed opinion scoped to the assessment. Integral Privacy Sanitization de-identifies enterprise data while recording assessment, remediation, utility metrics, and methodology provenance. Remediation Preview lets teams compare privacy impact and utility metrics across strategies before applying changes. The platform supports reassessment as datasets, recipients, and context evolve.

Integral describes work with healthcare and clinical records, behavioral and consumer data, and enterprise and operational data. Deployment choices include managed cloud, VPC or private cloud, on-premises, and air-gapped environments. Privacy Sanitization can run in a customer's Databricks environment, and the company links to Bleach, an API for sanitizing data before it enters a training pipeline. Integral says a HIPAA BAA is available and describes HIPAA Expert Determination by qualified statistical experts. Pricing is on request; prospective customers can book a demo or custom assessment.