Practical guidance, assessments, and templates to embed privacy, consent, anonymization, and ethical controls into analytics and models.
Interactive assessment to evaluate privacy, compliance, and ethical risks for a dataset or analytics project and capture recommended mitigations and owners.
Interactive assessment to evaluate projects and datasets for privacy risk, ethical considerations, bias, and regulatory compliance needs. Collects project metadata, guided checklist answers, risk ratings, mitigation actions, and sign-off to support repeatable, auditable reviews.
Interactive checklist and evaluation form to determine whether synthetic or other privacy-preserving approaches are appropriate, document selected privacy metrics, capture empirical utility tests, and record governance, release controls, and known limitations.