# Integral Privacy Technologies

> Integral is a privacy engineering company that turns sensitive real-world data - starting with HIPAA-regulated healthcare records - into compliant, AI-ready datasets. Founded in 2022 by Shubh Sinha and John Kuhn, it pairs automated de-identification and continuous risk assessment with embedded statisticians and privacy engineers (its Forward Deployed Privacy Services) so enterprises and AI labs can use regulated data quickly without violating privacy law. The company positions itself as an independent privacy layer for the real-world data economy and has raised roughly $24.9M to date, including an $18M Series A closed in July 2026.

- **Founded:** 2022
- **Headquarters:** San Francisco, California, United States
- **Founders:** Shubh Sinha (Co-Founder & CEO), John Kuhn (Co-Founder & CTO)
- **Team size:** ~40 employees
- **Products:** Forward Deployed Privacy Programs, Enterprise Data Sanitization, HIPAA Expert Determination, Continuous Risk Assessment & Monitoring, Dataset Evaluation Suite
- **Notable:** Compressed dataset compliance reviews from 10-12 weeks to hours., Ability to assess dataset quality and compliance challenges within roughly 24 hours., Raised $6.9M seed (2023) and $18M Series A (2026), ~$24.9M total.

## Products & services

- **Forward Deployed Privacy Programs** — Embedded statisticians and privacy engineers placed directly into a customer's data pipeline to design, run, and document de-identification and risk assessment as an ongoing program.
- **Enterprise Data Sanitization** — Automated de-identification of sensitive enterprise data that preserves analytical utility, delivered with defensibility opinions and audit-ready documentation.
- **HIPAA Expert Determination** — Qualified-expert assessments certifying that datasets meet HIPAA de-identification standards.
- **Continuous Risk Assessment & Monitoring** — Ongoing re-identification risk scoring, entity-preserving linkage, and continuous compliance monitoring across evolving data flows.
- **Dataset Evaluation Suite** — Rapid assessment of a dataset's quality, coverage, and compliance requirements - historically a multi-week manual process reduced to roughly 24 hours.

## Achievements

- Compressed dataset compliance reviews from 10-12 weeks to hours.
- Ability to assess dataset quality and compliance challenges within roughly 24 hours.
- Raised $6.9M seed (2023) and $18M Series A (2026), ~$24.9M total.
- Built a customer and partner roster spanning LiveRamp, Databricks, Skyflow, Datavant, and PurpleLab.
- Pivoted from healthcare-only to an independent privacy layer for the broader real-world data economy and AI.

## Latest updates

- **2026-07** — Closed an $18M Series A to build the independent privacy layer for the real-world data economy, bringing total funding to ~$24.9M.
- **2026-07** — Announced expansion of Forward Deployed Privacy Services, embedding statisticians and privacy engineers into customer data pipelines, and go-to-market push toward AI labs and data platforms.
- **2023-09** — Raised a $6.9M seed round led by Haystack to maximize data privacy and quality in healthcare.

## Links

- Website: https://www.useintegral.com
- LinkedIn: https://www.linkedin.com/company/integralprivacytechnologies
- Twitter/X: https://x.com/IntegralPrivacy

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Profile page: https://yespress.io/integral-privacy-technologies
Published by YesPress — https://yespress.io
Last updated: 2026-07-20