Data-Driven Energy Access for Africa uses artificial intelligence to leverage customer and geospatial data to better understand solar distributors’ portfolio repayment risk and offer them sustainable and competitive financing, thus expanding PAYG energy access.

This enables better credit assessment of underlying portfolios of receivables and more effective intermediation of capital to serve those customers with the greatest financial need. By incorporating a detailed segmentation of forecasted customer repayment abilities, this approach scales investment efficiently and offers a step-change in making more rapid progress toward achieving SDG 7.

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