A data analytics team has finished building and validating a new sales reporting pipeline. A developer wants to run experimental changes against realistic data without risking live dashboards, and separately the team needs a place to verify the pipeline behaves correctly before business users rely on it. In a standard three-tier data environment, where should the finalized, business-facing reports ultimately run?