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Research briefing

Consent, identity matching and provider trust

A briefing on consent, identity matching and the trust conditions for sharing data with AI providers.

Read the canonical MarketImpact source (opens in a new tab)

Who this is for

  • Practitioners
  • Governance and IT
  • Researchers

Topics

  • Data protection
  • Humanitarian operations
  • AI governance

AidGPT practice boundary

Use the source without outsourcing judgement

Practise with fictional or synthetic material before considering real work. Keep the task bounded, verify outputs against approved sources, and leave consequential decisions with an accountable person.

  1. TASK Frame
  2. SOURCE Ground
  3. CHECK Verify
  4. DECISION Own

Put this into practice

Test meaningful consent

Check whether people have a real choice and understand the consequences.

Assess the provider relationship

Examine control, transparency and accountability across the data flow.

Source and provenance

Source and provenance record

AidGPT research briefing based on MarketImpact analysis. Consult the canonical publication for the full source material.