Blue Marble partnered with Nespresso to provide weather index insurance to coffee farmers. Automatic payouts based on satellite rainfall data. Coverage expanded to multiple countries.

Insurance Automation by Lead Foundation in Egypt. This case outlines the economic and poverty context in which the intervention took place, including the project's approach to capacity building and automation. It highlights both the results achieved and not achieved, and captures key lessons learnt in delivering health and credit life insurance to underserved populations.

An index-based crop insurance product tailored specifically for women smallholder farmers in Mali. This inclusive approach improves gender equity and strengthens financial protection for rural women by providing climate-resilient risk coverage. The model aims to address both agricultural vulnerability and structural gender gaps in access to insurance.

WFP's R4 initiative insures 8,000+ households in Zimbabwe and Mozambique against drought, floods, and cyclones using area-yield and weather index insurance, in partnership with local insurers.