EcosystemSUMMIT & RESEARCH
Evidence library / The Reality of AI: Adoption, Capacity, and Change Management
AI for development · SELECTED MOMENT · 1:10

CARE favours technical partnerships based on its community strengths and past failed software builds.

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Emily JanochAssociate Vice President for Evidence and Learning · CARELinkedIn ↗
Mala RamDigital Technology Programmes Specialist · GOAL Global

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Emily JanochAssociate Vice President for Evidence and Learning · CARELinkedIn ↗
Mala RamDigital Technology Programmes Specialist · GOAL Global

CARE favours technical partnerships based on its community strengths and past failed software builds.

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Attributed contributors: Emily Janoch; Mala Ram. “CARE favours technical partnerships based on its community strengths and past failed software builds..” The Reality of AI: Adoption, Capacity, and Change Management. ECOSYSTEM Summit, Barcelona, 16 September 2026. Session time 32:14–33:24. https://cs-ecosystem.commonshare.workers.dev/evidence/E-cc7b4ba9785b

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practitioner argument

CARE favours technical partnerships based on its community strengths and past failed software builds.

Contributors
Emily JanochAssociate Vice President for Evidence and Learning · CARELinkedIn ↗
Mala RamDigital Technology Programmes Specialist · GOAL Global

Proposed mechanism: Allocate roles by capability and start with the underlying need.

Limit: Partnership alone does not settle legal accountability.

local knowledgecapacitynegative case learningproblem definition

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