Every report. Every explanation. Full visibility into how your AI Analyst builds answers. Directly in your warehouse.
Why SQL Transparency Matters
Full Visibility
We surface the SQL behind every report your Agentic AI Analyst runs, showing joins, filters, and calculations in plain view. .
Preserve data quality
We surface the SQL behind every report your Agentic AI Analyst runs, showing joins, filters, and calculations in plain view.
Warehouse Native
Our warehouse-native design means every report runs on governed data with zero duplication or data movement.
Data Transparency and Control

Dynamic configuration
Insights are generated in real time from warehouse data — no caching, scrubbing, or vendor intervention. Teams know exactly how numbers are created, protecting reconcilability and trust.
Real-time adaptability
Analytics reflect changes to the underlying data instantly. Test new hypotheses with virtual events or properties and analyze unstructured data without delay.


Flexible data modeling
Support for multi-schema environments allows raw and clean data to coexist. Updates to dimensions apply across historical data automatically, without backfills. Combine operational and clickstream events seamlessly for a unified view.
Hear from Our Customers
Explore the latest thinking on analytics, AI, and customer growth from the Kubit team.

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See Kubit in action
Discover how SQL transparency transforms analytics from a black box into a trusted decision engine.