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    • Opinion
    • Opinion: Data and development

    A key fix for aid is to unify fragmented data

    Opinion: How do you do this? Adopt an API-first and human-in-the-loop approach.

    By Saïd Abou Kharroub // 29 September 2025

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    The humanitarian and development sectors are facing an unprecedented challenge: A crisis of data fragmentation. In an age where digital technology allows for instant communication and analysis, the data that drives aid, policy, and recovery efforts remains largely siloed, outdated, and difficult to verify.

    This information gap leads to delayed responses, misallocated resources, and a fundamental disconnect between decision-makers and the communities they aim to serve. To move beyond this paradigm, the global development community must embrace a new data architecture — one that is API-first, human-in-the-loop, and built on a foundation of collaboration.

    The problem isn’t a lack of data; it’s a failure to manage it effectively. In post-conflict or disaster-affected areas, a multitude of groups — from large NGOs to small local organizations — collect critical information on everything from infrastructure damage to population displacement. Yet, this data often resides in disparate spreadsheets, local servers, or proprietary systems.

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    More reading:

    ► Opinion: Robust health data today avoids fragile health systems tomorrow

    ► Opinion: We have global consensus on data. Time for the next step

    ► Are aid cuts an opportunity to redesign health data systems?

    • Humanitarian Aid
    • Innovation & ICT
    Printing articles to share with others is a breach of our terms and conditions and copyright policy. Please use the sharing options on the left side of the article. Devex Pro members may share up to 10 articles per month using the Pro share tool ( ).
    The views in this opinion piece do not necessarily reflect Devex's editorial views.

    About the author

    • Saïd Abou Kharroub

      Saïd Abou Kharroub

      Saïd Abou Kharroub is the CEO of CivAPI, a startup specializing in data API solutions. With over a decade of experience as an information management specialist at the United Nations, he has broad expertise in geospatial data, advanced analytics, and crisis response. His work contributed to shaping humanitarian outcomes in crises such as the Beirut Port Explosion and the Afghanistan shelter crisis. By integrating GIS and real-time dashboards, Abou Kharroub aims to support organizations to respond effectively to complex challenges while promoting equitable, data-driven solutions.

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