AI & Innovation External Link

Responsible AI Adoption in Complex Environments : An Analysis for NRC Ukraine's Humanitarian Efforts

MarketImpact

Authors

Thomas Byrnes

Description

This technical report outlines strategies for integrating responsible AI solutions into NRC Ukraine’s humanitarian programs. It explores opportunities for improving program accountability and efficiency while addressing potential risks and barriers to adoption in complex environments. Key recommendations focus on ethical AI practices and building digital infrastructures that align with humanitarian principles.

View on MarketImpact Back to Reports

Related Reports

AI & Innovation July 4, 2026

Infrastructure Sovereignty and Humanitarian Neutrality: Commercial, Legal, and Political Risks of Jurisdictional Dependency in Humanitarian Digital Infrastructure

MarketImpact Working Paper WP-2026-03. This working paper examines how humanitarian digital infrastructure dependency can become an access and perceived-neutrality risk where critical workflows rely on providers subject to foreign legal compulsion, commercial discretion, sanctions, export controls, and national-security authorities. It develops a three-part framework of commercial, legal, and political sovereignty risk and closes with practical steps for jurisdictional review, sensitive-data separation, infrastructure diversification, portable AI-methodology training, and contingency planning.

AI & Innovation July 4, 2026

Infrastructure Sovereignty and Humanitarian Neutrality: Commercial, Legal, and Political Risks of Jurisdictional Dependency in Humanitarian Digital Infrastructure

MarketImpact Working Paper WP-2026-03. This working paper examines how humanitarian digital infrastructure dependency can become an access and perceived-neutrality risk where critical workflows rely on providers subject to foreign legal compulsion, commercial discretion, sanctions, export controls, and national-security authorities. It develops a three-part framework of commercial, legal, and political sovereignty risk and closes with practical steps for jurisdictional review, sensitive-data separation, infrastructure diversification, portable AI-methodology training, and contingency planning.

Need a briefing like this for your context?

Share the decision, geography, evidence base, and timeline so we can scope a focused analysis package.

Discuss a briefing More reports