Synthetic Data and Privacy for AI

Private AI

On-premises PII detection and redaction at ML speed.

About Private AI

Private AI offers high-accuracy PII detection and redaction across 50+ languages. Used to sanitize prompts and training data. Strong fit for healthcare, banking, and government.

PII redaction, synthetic data generation, and privacy vaults that let teams use AI without exposing regulated data.

Products

Private AI products and platform components

Direct links to the vendor's product pages. Last reviewed 2026-05-07.

PrivateGPT

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Drop-in proxy that strips PII before prompts reach LLMs.

Private AI API

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PII redaction API for pipelines and applications.

CWS engagement

How CWS works with Private AI

CWS helps customers evaluate, deploy, and operate Private AI products as part of an AI security program. Engagements span vendor selection, proof-of-concept design, integration with existing controls, day-2 operations, and exit planning if the fit changes over time.

CWS does not resell Private AI. The recommendation is honest, evidence-based, and tied to the customer's posture gaps — not to channel economics.

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