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.

WFP and UNCDF piloted cyclone parametric insurance in Fiji for ~325 vulnerable households. This macro–micro model enabled payouts via mobile wallets within 3–5 days after disasters, offering financial protection to the poorest social welfare recipients.