The supply chain for delivering trusted data has proven to be a top priority as modern organizations realize the business-critical value of data analytics. Data must have the highest degree of reliability in order to stay compliant and market-ready, yet data teams continue to face poor data freshness, completeness, and quality, limiting the ability for organizations to make informed, data-driven decisions.