Unsupervised vs. Kubit

Unsupervised enhances analytics automation, enabling revenue-focused teams to swiftly identify the underlying reasons behind metric declines while reinforcing successful strategies. By leveraging Unsupervised’s AI, sales and marketing departments, ranging from startups to Fortune 50 companies, are empowered to make informed, data-driven choices that significantly impact their key performance indicators, all without the tedious process of endlessly analyzing dashboards, reports, and spreadsheets. This streamlined approach not only saves time but also enhances overall productivity across various organizational levels.

Warehouse-Native Customer Journey Analytics—No Black Boxes. Total Transparency. Kubit is the leading customer journey analytics platform, purpose-built for product, data, and marketing teams that need self-service insights, real-time data visibility, and complete control—without engineering bottlenecks or vendor lock-in. Unlike legacy analytics solutions, Kubit is natively integrated with your cloud data warehouse (Snowflake, BigQuery, Databricks), so you can analyze customer behavior and user journeys directly at the source. No data exports. No hidden models. No black-box limitations. With out-of-the-box capabilities for funnel analysis, retention metrics, user pathing, and cohort analysis, Kubit delivers actionable insights across the full customer lifecycle. Layer in real-time anomaly detection and exploratory analytics to move faster, optimize performance, and drive user engagement. Leading brands like Paramount, TelevisaUnivision, and Miro rely on Kubit for its flexibility, enterprise-grade governance, and best-in-class customer support. See why Kubit is redefining customer journey analytics at kubit.ai