Design an analytics dashboard for an AI chat app

Company: Salesforce

Role: Software Engineer

Category: System Design

Difficulty: medium

Interview Round: Onsite

Quick Answer: This question evaluates a candidate's ability to design scalable observability and analytics systems for an AI chat product, including considerations around instrumentation, ingestion, storage, aggregation, query patterns, dashboard serving, and multi-dimensional slicing by model, region, platform, and tenant.