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
Sensitive data supports research, AI, analytics, and data sharing, but identifying information limits where teams can use it.
Bleach brings de-identification into the pipelines teams already run. Call the API, choose what to detect, and control how the output is handled.
See it work
From: Jane Doe <jane@acme.com>Re: Tuesday dock delayCall me at 432-555-0187 if thebay is still closed.From: Priya Okonkwo <priya64@example.net>Re: Tuesday dock delayCall me at 512-440-2291 if thebay 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 identifying information. 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 in the same flow.
Configurable per pipeline
Choose which entity types to detect, then have Bleach replace, redact, or tag the matches. Smart replacement can preserve naming style and organization type.
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.