Post-mission debriefs in humanitarian organisations - whether after a field deployment, an emergency response, or a development programme visit - are among the most time-pressured documentation tasks in the sector. Teams return exhausted; institutional knowledge must be captured before it disperses as people return to their home bases or move to new assignments.
Capturing field testimony before it fades
With Listen and Gladia (for the multilingual, multi-accent context typical of humanitarian settings), team debriefs and beneficiary testimonies are transcribed faithfully. The AI summary extracts: situations documented, needs identified, operational recommendations, and proposed next steps. This material feeds directly into donor reports, situation reports and programme design. For multilingual international meeting contexts, see our article on international multilingual meetings.
Enable Gladia for testimonies from non-English-first-language speakers - its accent modelling is substantially better than Whisper in multilingual field contexts.