EcosystemSUMMIT & RESEARCH
Evidence library / The Reality of AI: Adoption, Capacity, and Change Management
AI for development · SELECTED MOMENT · 2:07

Written compliance policies are difficult to translate into everyday systems and nontechnical roles.

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Mala RamDigital Technology Programmes Specialist · GOAL Global

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Mala RamDigital Technology Programmes Specialist · GOAL Global

Written compliance policies are difficult to translate into everyday systems and nontechnical roles.

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Attributed contributors: Mala Ram. “Written compliance policies are difficult to translate into everyday systems and nontechnical roles..” The Reality of AI: Adoption, Capacity, and Change Management. ECOSYSTEM Summit, Barcelona, 16 September 2026. Session time 7:37–9:45. https://cs-ecosystem.commonshare.workers.dev/evidence/E-55046d3104b5

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mechanism argument

Written compliance policies are difficult to translate into everyday systems and nontechnical roles.

Contributors
Mala RamDigital Technology Programmes Specialist · GOAL Global

Proposed mechanism: Policy implementation requires practical interpretation and staff support.

Limit: Regulatory dates and specific obligations unverified.

governance rulesworkflow integrationcapacity

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