MongoDB

Used exclusively by Analytics Service.

Why MongoDB

• Flexible schema for evolving analytics aggregations
• High write throughput for event ingestion
• Document model fits dashboard read models
• No cross-service joins needed

Collections

portfolio_analytics, spending_aggregates, transaction_summaries