Pilotbird is a software solution improves identification of ineligible claims using open source intelligence (e.g., social media, search sites, background checks). It improves turnaround time and confidence for payout on eligible claims. In mitigating fraud, Pilotbird supports lowers combined ratio and capital reserve release.