OpenAI Responses API storage: questions for a construction document workflow

What the source actually says

OpenAI separates abuse-monitoring logs from application state. Its current documentation says Responses API data is stored by default, while approved Zero Data Retention changes store behaviour and feature compatibility. This page does not turn that source into an automatic conclusion; it translates the verified boundary into a construction workflow that can still stop on uncertainty.

The practical value comes from applying the boundary consistently to every relevant person, document and project rather than remembering it only when an exception appears.

Data to capture before action

The primary source makes several boundaries explicit: 1. default abuse-monitoring logs may be retained for up to thirty days; 2. application state depends on endpoint and feature; 3. Zero Data Retention requires approval and does not make every capability eligible; 4. third-party tools such as remote MCP servers have their own retention terms. Keep the official page with the operational rule so a later reviewer can see which wording and date supported the decision.

Record both the source value and the normalised value used by the workflow. Preserve later corrections as additions so the original evidence remains understandable.

A usable decision route

Turn the rule into a repeatable sequence: 1. map every endpoint and tool used; 2. classify tender, invoice and site-report data before upload; 3. record the chosen retention control per project; 4. test deletion, logging and incident evidence. Give every step an owner, a timestamp and the relevant project or counterparty, rather than storing only the final status.

Before any external message, payment, status change or import, show the affected entity, amounts, dates and consequences. Require a fresh confirmation when those inputs change.

Where the workflow can fail

The most important failures appear when context or timing is lost: 1. turning a general no-training statement into a no-retention claim; 2. assuming store false covers every tool; 3. describing OpenAI documentation as evidence that Alfie uses OpenAI. Use a visible exception state instead of guessing. A blocked item should explain what evidence is missing and who can resolve it.

Test at least one normal case, one ambiguous case and one late correction. The safe outcome for missing evidence is a question or escalation, not a confident default.

Control and ownership

Assign one authorised owner, keep the source, date, inputs and decision in one record, and send exceptions to a qualified adviser. Software can structure evidence, but it does not replace legal, tax or employment advice. A provider document describes that provider; it does not prove which model Alfie uses. Review the product, account, endpoint and contract separately.

Review the procedure when the official source, contract, channel or product capability changes. Track prevented errors as well as speed so governance produces visible value.

Official or primary guidance: Official or primary guidance.

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