ClarityQ takes a fundamentally different approach from tools like Mixpanel and Amplitude. While those tools require custom tracking plans, ongoing instrumentation, and dashboard building, ClarityQ connects directly to your existing data warehouse - no duplicated data, no vendor lock-in.

Instead of building static reports, you can ask questions in plain English and get real-time answers with visualizations and insights. ClarityQ understands your product’s unique metrics, features, and segments through a smart semantic catalog, making it easy for anyone on the team to explore the data without technical skills.

Unlike traditional tools, ClarityQ transforms your data warehouse into a dynamic, AI-powered product analytics engine, built for speed, flexibility, and full data ownership.