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OpenAI previews Private Safety Processing with zero data retention

OpenAI began a phased rollout of Private Safety Processing for approved API customers on September 22. Selected prompts and responses remain encrypted in customer-controlled AWS S3, Azure Blob or Google Cloud Storage and are reviewed automatically inside a protected runtime without human access. Official setup guides now cover all three clouds.

Availability: Phased rollout began 2026-09-22 for approved API customers

What this means for you

Enterprise teams can now evaluate a concrete deployment path instead of a preview. ZDR still does not mean that content is stored nowhere: teams must assess customer-side retention, keys and cloud permissions. Keep WATCH until access is approved and an end-to-end deployment is independently validated.

Evidence & related material

Subsequent changes

Correction · 2026-09-27

A scheduled review corrects PSP data handling and availability. Current documentation describes customer-side encrypted retention, protected automated review and setup for ZDR-approved organizations.

Earlier coverage said content was never stored or read and access was pilot-only. → Current documentation describes customer-side encrypted retention, protected automated review and setup for ZDR-approved organizations.

Update · 2026-09-22

Private Safety Processing begins phased rollout with setup guides for three clouds

Technical details & scores
Availability Phased rollout began 2026-09-22 for approved API customers
Cloud Setup AWS S3, Azure Blob Storage and Google Cloud Storage
Content Handling Customer-controlled encrypted retention, up to 30 days, with protected automated review and no human access
Reviewed On 2026-10-05
Independent Validation ✗
Technical impact 2
Engineering value 3
Adoption signal 3
Maturity 2
Verification cost 2
Risk 2