AuraOne / Resources / Buying Toolkit

Eval Data Readiness Checklist

Check whether evaluation data is sufficiently defined, permitted, representative, reviewable, and reproducible for the intended decision.

Evaluation leads, dataset owners, privacy and security reviewers, and release approvers. Version 2026.07; reviewed 2026-07-12.

Owner
AuraOne Open maintainers
Next review
2027-01-12
Purpose
Check whether evaluation data is sufficiently defined, permitted, representative, reviewable, and reproducible for the intended decision.
Intended user
Evaluation leads, dataset owners, privacy and security reviewers, and release approvers.
Version
2026.07
Reviewed
2026-07-12
Owner
AuraOne Open maintainers
Next review
2027-01-12
Source commit
f14253719a9c3bfe2b282b816bab24929529fb3e
Update policy
Review at least every 180 days and after a material product, workflow, legal, security, or procurement-boundary change.

Planning and legal boundary: Planning aid only. This resource is not legal, security, medical, compliance, contractual, service-level, employment, investment, or procurement advice. Qualified reviewers must adapt and approve any production use.

Decision fit

Tie the dataset to one explicit model, policy, launch, regression, or risk decision.

Rights and provenance

Record collection source, consent or rights basis, transformations, retention, and deletion expectations.

Quality and reproducibility

Verify schema, coverage, leakage controls, reviewer instructions, checksums, versioning, and rerun requirements.