Sandbox · Wave 1

Governed data access.
Every step on the record.

DfG Professional is the governance console for research organisations that need to access health data responsibly — with citizen consent, audit evidence, and a clear chain of accountability at every step.

Consent first

Every data use starts with explicit citizen consent. Grants are recorded, visible to the citizen, and revocable at any time.

Evidence always

Each governance decision, cohort resolution, and analysis run produces a tamper-evident evidence event. Nothing happens off the record.

Aggregate only

No researcher ever sees individual records. Results are aggregate outputs that honour a minimum group-size floor before leaving the system.

What you can explore here

  1. 1

    A citizen grants data permission — it appears immediately in their consent dashboard and is anchored as an evidence event.

  2. 2

    A researcher resolves a consented cohort. They receive a count — never a member list. Results below the minimum group size are suppressed.

  3. 3

    The researcher runs a template analysis and receives an aggregate result with a consent receipt proving what ran against which consent.

  4. 4

    The citizen revokes. The next cohort resolution reflects the change. The original grant is preserved in the audit trail — never deleted.