System Design Question Preview
You are designing a data infrastructure platform for a company that collects large volumes of operational, product, and business data. Different teams need to use this data in different ways: some want near-real-time dashboards, some run offline analytics, some build derived datasets, and some need access to sensitive fields under strict controls.