The gold layer in Multi-hop architecture is designed to power ML applications, reporting, dashboards, and adhoc reports. It provides refined views of data, typically with aggregations, reduces strain on production systems, and optimizes query performance for business-critical data. For a deeper understanding, reviewing the Medallion Architecture documentation is recommended to grasp the distinct roles of each layer (bronze, silver, gold) as questions may vary focusing on each layer's purpose.