EcosystemSUMMIT & RESEARCH
Evidence library / The Reality of AI: Adoption, Capacity, and Change Management
AI for development · SELECTED MOMENT · 0:56

The moderator cautions that sector-specific apps may reproduce boundaries that divide people’s needs.

Likely speaker
Kristen CordellSenior Director, Policy · Grand Challenges CanadaLinkedIn ↗
Mathew TruscottHead of Office, Geneva · Oxfam International
Mala RamDigital Technology Programmes Specialist · GOAL Global

Free short preview · Nobody asks for more apps

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Kristen CordellSenior Director, Policy · Grand Challenges CanadaLinkedIn ↗
Mathew TruscottHead of Office, Geneva · Oxfam International
Mala RamDigital Technology Programmes Specialist · GOAL Global

The moderator cautions that sector-specific apps may reproduce boundaries that divide people’s needs.

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Attributed contributors: Kristen Cordell; Mathew Truscott; Mala Ram. “The moderator cautions that sector-specific apps may reproduce boundaries that divide people’s needs..” The Reality of AI: Adoption, Capacity, and Change Management. ECOSYSTEM Summit, Barcelona, 16 September 2026. Session time 22:55–23:52. https://cs-ecosystem.commonshare.workers.dev/evidence/E-96b4f74839d9

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Analyst synthesis. The recording establishes that a claim was made. It does not independently establish the claimed effect.

qualification

The moderator cautions that sector-specific apps may reproduce boundaries that divide people’s needs.

Contributors
Kristen CordellSenior Director, Policy · Grand Challenges CanadaLinkedIn ↗
Mathew TruscottHead of Office, Geneva · Oxfam International
Mala RamDigital Technology Programmes Specialist · GOAL Global

Limit: A design risk, not evidence all apps do this.

knowledge silosworkflow integration

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