BLEACH
De-identification as an API, not an install.
Call Bleach from the pipeline you already run. Send regulated records in, get synthetic replacements back. No platform to adopt, no software to install.
De-identification API, Call it from your pipeline, Configurable per pipeline, Smart replacement, Independent privacy assessment
The problem
Every AI, pharma, and healthcare team hitting regulated data runs into the same wall: de-identification tools bolted onto someone else's platform, sold as software you have to install and run, or too rigid to fit an existing pipeline.
Teams end up re-architecting around the privacy tool instead of the other way around. Bleach inverts that: an API you call from the work you already do.
See it work
From: Jane Doe <jane@acme.com>
Re: Tuesday dock delay
Call me at 432-555-0187 if the
bay is still closed.From: Priya Okonkwo <priya64@example.net>
Re: Tuesday dock delay
Call me at 512-440-2291 if the
bay is still closed.Configurable per pipeline. Tune which entities you catch and how smart replacement rewrites them.
Illustrative outputWhere teams use it
Three use cases
- 01
Licensing training data
De-identify a dataset for external licensing on your terms. Configure the API to match what your buyer requires, not a fixed template.
- 02
Internal model fine-tuning
Give ML teams working data without exposing PHI or PII. Call the API from the training jobs you already run.
- 03
Data partnerships
Move faster on cross-company data deals by de-identifying records through the API before they leave your pipeline.
How it fits
An API you call from the pipeline you already run. Nothing to install, nothing to operate.
Request the technical overview →Call it from your pipeline
Send records from the jobs you already run. Bleach returns synthetic replacements. No new platform in the middle.
Configurable per pipeline
Tune which entities you catch and how smart replacement rewrites them, rather than one-size-fits-all output.
Independent privacy assessment
Available and signed by an independent reviewer where required.
EARLY ACCESS,
BY DESIGN.
Sign-ups open before general availability. Here's what happens after you request access.
- 01We'll reach out to set up a short call.
- 02We'll scope your pipeline and the data you need to de-identify.
- 03You get API access once we've confirmed it's a fit.
Request early access
Integrations
Already live on Databricks Marketplace. Run Integral's privacy risk assessment directly inside your existing workspace.