High-quality agricultural index insurance has shown promise in promoting resilience among small-scale farmers who face a constant risk of drought and other weather-related shocks. However, despite decades of investments this tool has yet to achieve its broadest impact in part because of low-quality contracts that don’t reliably pay farmers for losses and that sometimes pay when there are none.