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OpenAI details Private Intelligence protections for business data

31 OCTOBER 2026·2 MIN READ·5 SOURCES

OpenAI describes Private Intelligence as a set of protections it says is designed to let businesses use advanced AI with sensitive work. The offering covers business content across ChatGPT, Codex and the API.

OpenAI details Private Intelligence protections for business data

Key takeaways · 4

  • 01

    Private Intelligence is designed for business content across ChatGPT, Codex and the API.

  • 02

    Businesses can set agent access, action and approval controls, according to OpenAI.

  • 03

    Zero Data Retention is available for eligible API workflows and does not retain prompts or responses after processing.

  • 04

    Private Inference is an API preview, and Private Safety Processing storage must retain encrypted customer content for at least 30 days.

What OpenAI announced

OpenAI says it built protections to let users bring advanced intelligence to sensitive work, under the name Private Intelligence.[1] The company describes the offering as designed for business content across ChatGPT, Codex and the API.[3] OpenAI said it was developing the protections in close collaboration with some of its largest customers.[2] OpenAI says its protections are built to let users bring advanced intelligence to sensitive work and are designed for business content across ChatGPT, Codex and the API.[1][3]

Business controls and data ownership

OpenAI says businesses own their data, including inputs and outputs, and that the company places strict limits on its own access to business content.[1] It also says it uses encryption, strict access controls and ongoing threat detection to protect business data.[1] For agent use, businesses can decide what agents access, which actions they take and when those actions require approval.[1] These controls give organizations decisions to consider when configuring agent workflows, including which tasks to permit and where to require review.[1]

Retention and safety review

Zero Data Retention is available for eligible API workflows; OpenAI says prompts and model responses are not retained after processing in those workflows.[1] OpenAI says Zero Data Retention with Private Safety Processing enables automated safety reviews without giving its personnel access to the underlying content.[4] The company says API interactions may be referred for safety review when a classifier flags them or an approved sampling policy selects them.[5] Its stated asynchronous sampling rate can reach 100% of traffic, but the maximum varies by product and may be significantly lower.[5]

Preview, storage and assurances

OpenAI labels Private Inference an API preview and describes it as combining confidential computing with controls designed to protect prompts and responses while a model processes them.[1] The company says Private Inference is optional and extends operator-access protections and attestation to eligible safety-inference workloads.[5] For Private Safety Processing, customer-controlled storage must retain encrypted customer content for at least 30 days.[5] OpenAI lists SOC 2 Type 2 audits, ISO certifications, HIPAA support through Business Associate Agreements for eligible services, and FedRAMP support for designated government offerings among its safety and assurance credentials.[1]

Teams evaluating AI for sensitive workflows can use OpenAI's description to identify controls to examine: data ownership, agent permissions, retention and safety review. They should check eligibility and product-specific terms, particularly for API retention and preview features.

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How this developed

  1. 31 October 2026

    OpenAI details Private Intelligence protections for business data

Sources

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