Problem Statement

Design a lambda/kappa analytics pipeline processing billions of events for real-time dashboards and batch reports.

streamingbatch processingdata lakeaggregationdashboard

Estimated: 60 min

SnowflakeDatabricksGoogle

This is a Pro feature

Upgrade to access all 98 problems and unlimited AI reviews.

Tap components above to start building

Add at least 2 components, then connect them

Design Assistant

Sees your canvas

AI Design Assistant

Ask about your architecture, request suggestions, or explore trade-offs. I can see your current canvas.

Real-Time Analytics Pipelinehard

00:00