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.

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.

A 2024 case-control study evaluating M-FUND, a microinsurance scheme for migrant workers in Thailand, showing increased health service usage among insured populations.

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.