RISK-FIT synthetic data cheatsheet
Recall a six-part release-fit checklist for synthetic data decisions.
Release checklist RISKFIT What does RISK-FIT check before synthetic data release? Recipient, use, source, linkage, fidelity, controls, time. Method fit Rules fixture or generative synthesis? Choose by the job, not by which method sounds more advanced. Deadline pressure We do not have time for a full review. A low-risk internal demo needs data today. Your line Then we should lower fidelity and scope: use a rules fixture, staging-only access, no production free text, and a short expiry. Do not speed up by skipping controls; speed up by reducing the release claim. It treats deadline pressure as a design constraint. Core…
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