Having high-quality data for analysis and activation starts with the ability to collect data from all disparate sources, and in greatly varied formats, to be reconciled, unified, and standardized in a central data hub. The sources may be almost anything — including databases, web, apps, and SaaS applications. Our data collection solution cleans and transforms the data at the point of collection, mapping raw data into a custom format that can be used to power your audience creation.