Market participants pay multiple times for data. First, they pay for the transaction/advisory services that typically includes information rights. Second, they often pay to have that same data transformed in a consumable format. Third, many market participants require that data to be reconciled with third parties. Fourth, typically stakeholders require the same data to be audited with its source material.