How One Acre Fund cut document review effort with governed AI workflows

One Acre Fund utilizes Dataiku to enhance document validation, improve data reliability, and support decentralized teams by automating and streamlining processes that were traditionally manual and labor-intensive. With a focus on their Burundi program, which processes around 80,000 forms in a short seasonal window, One Acre Fund shifted from double to single manual entry, reducing man-days by 50-70%, and transitioned staff roles from data entry to comparison and correction. The implementation of Dataiku's AI-assisted workflows enables decentralized teams, including those without technical expertise, to participate in validation processes by integrating Optical Character Recognition (OCR) and other data sources into a cohesive system. This approach not only reduces operational burdens but also enhances accuracy and efficiency, ensuring timely and correct input delivery to smallholder farmers, thereby supporting their productivity and resilience. The initiative, led by Burundi Country Director Barthelemy Cabouat, exemplifies how a platform for AI success can transform business operations by leveraging AI to manage document-heavy agricultural workflows efficiently, while continually refining these workflows for greater impact.

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