Start with operating context
Assess real constraints before choosing use cases or tools.
Research briefing
Responsible AI adoption in complex environments / NRC Ukraine
A briefing on responsible adoption in a complex response, including capability, infrastructure and accountability.
Read the canonical MarketImpact source (opens in a new tab)Who this is for
- Managers
- Governance and IT
- Researchers
Topics
- AI governance
- Humanitarian operations
- Training
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.
- TASK Frame
- SOURCE Ground
- CHECK Verify
- DECISION Own
Put this into practice
Stage adoption
Connect governance, staff capability and monitoring over time.
Source and provenance
Source and provenance record
AidGPT research briefing based on a MarketImpact report. Consult the canonical publication for the full source material.