Design a geography-aware virtual card service

Company: Capital One

Role: Software Engineer

Category: System Design

Difficulty: medium

Interview Round: Technical Screen

Quick Answer: This question evaluates a candidate's ability to design secure, low-latency, geography-aware payment systems, covering distributed systems architecture, real-time authorization decisioning, data modeling, tokenization, and fraud/risk integration.