The payments industry faces ongoing challenges due to chaotic and fragmented data, complicating reconciliation processes. Emphasizing the need for clear data communication and intelligent systems, the article advocates for a foundational shift in how data is treated to meet growing regulatory demands and customer expectations. Kani, the author's company, aims to simplify this complexity and enhance finance operations through better data clarity.