Integral
De-identification and privacy certification of AI data
- Compliance
- AI Infrastructure
- Data Engineering
About
Integral makes sensitive real-world data, such as clinical notes and insurance claims, safe to use for AI. It assesses re-identification risk, strips out personal information while keeping the data useful, and documents the result with a signed defensibility opinion, so model builders, healthcare companies and data marketplaces can train on or license the data with confidence.
Shubh Sinha, who led HIPAA compliance reviews of healthcare data at LiveRamp, started the company with John Kuhn in 2022 to automate de-identification that used to take months of expert review. It raised an $18M Series A in 2026.
Array invested in Integral's $6.9M seed round in September 2023, and again in its Series A.
Record
- Stage
- Series A
- Category
- Compliance
- Location
- San Francisco, California
- Team
- 11-50
- Total raised
- $24.9M
- Array came in at
- Seed, 2023
