While index insurance offers a compelling solution to the problem of covariant risk among smallholder farmers in developing countries, most weather based contracts suffer from poor quality due to a low correlation between the index and farmer losses. This paper proposes and analyzes an alternative index insurance contract, which combines a satellite based index with the potential for a second-stage audit.