Data ownership specifies the responsibilities of managing and controlling data within an organization. It determines who has access to specific datasets, who can make decisions regarding their use, and who is accountable for ensuring data quality and compliance. The precise definition of data ownership helps protect sensitive information while maximizing its value for business operations. 

For more insights on data in digital analytics, check our series:


  • Why Shopify stores need privacy-compliant analytics

    Shopify store owners depend on analytics to track sales, understand customer behavior, and measure marketing performance. However, as privacy regulations like GDPR, CCPA, and the ePrivacy Directive evolve — and as consumers become more aware of how their data is used — traditional analytics platforms pose increasing risks. Tools that rely on third-party cookies and…

  • Piwik PRO vs. Google Analytics for Shopify: A comparison

    If you’re running a Shopify store, your analytics tool should do more than just count visits, it should give you complete, accurate data you can use to grow. While Google Analytics 4 (GA4) remains a popular default, many merchants discover its limitations too late: missing transactions, inconsistent reporting, lack of flexibility, and difficulty activating data…