Operationalizing AI for Good: Spotlight on Deployment and Integration of AI Models in Humanitarian Work

Anton Abilov, Ke Zhang, Hemank Lamba, Elizabeth M. Olson, Joel R. Tetreault +1 more
7/21/2025
cs.CLcs.AIcs.SI

No confident code implementation found for this paper.

Abstract

Publications in the AI for Good space have tended to focus on the research and model development that can support high-impact applications. However, very few AI for Good papers discuss the process of deploying and collaborating with the partner organization, and the resulting real-world impact. In this work, we share details about the close collaboration with a humanitarian-to-humanitarian (H2H) organization and how to not only deploy the AI model in a resource-constrained environment, but also how to maintain it for continuous performance updates, and share key takeaways for practitioners.

View on arXivView PDF

Code Implementations

No confident code match yet

We couldn't find an author-owned or strongly-evidenced community implementation for this paper. Any repos shown below are weak matches — verify before relying on them.

No code implementations found yet.

Know of an implementation? Let us know in the comments below!

Similar Papers

The Hardness of Achieving Impact in AI for Social Impact Research: A Ground-Level View of Challenges & Opportunities

81% match2025

Towards deployment-centric multimodal AI beyond vision and language

80% match2025

Responsible AI in Business

80% match2026

A Practical Guide to Agentic AI Transition in Organizations

79% match2026

A Call for Collaborative Intelligence: Why Human-Agent Systems Should Precede AI Autonomy

79% match1 repo2222025

Threefold model for AI Readiness: A Case Study with Finnish Healthcare SMEs

78% match2025

Cite this paper

@article{abilov2025operationalizing,
  title  = {Operationalizing AI for Good: Spotlight on Deployment and Integration of AI Models in Humanitarian Work},
  author = {Anton Abilov and Ke Zhang and Hemank Lamba and Elizabeth M. Olson and Joel R. Tetreault and Alejandro Jaimes},
  year   = {2025},
  eprint = {2507.15823},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2507.15823v1}
}

Add a badge to your README

Shows whether official code is linked for this paper.

Code of Paper badge
[![Code of Paper](https://codeofpaper.com/badge/2507.15823.svg)](https://codeofpaper.com/paper/2507.15823)

Discussion