Trusted by 3,000+ companies worldwide
What is warehouse-native software?
Warehouse-native software sits on top of your data warehouse (Snowflake, BigQuery, Databricks, Redshift, etc.). No more piping data to a black box for answers you can’t verify. Build smarter with a single source of truth, world-class feature flags, and a powerful statistics engine that works with your existing data warehouse.
Keep data secure and private
The largest companies in the world trust our warehouse-native architecture.
Reproduce results, gain trust
No more discrepancies between your warehouse and your experimentation tool. A warehouse-native architecture combined with SQL transparency provides complete visibility and control. When you get a surprising result, you can drill into the data to understand why and confirm the calculations. Results you can reproduce are results you can trust.
Measure success your way
Write your own metrics with SQL. Standardize with a metrics library so everyone analyzes and measures success the same way. The data is already in your warehouse. Just define your metrics. No limitations on joins, aggregations, or business logic.
Control costs
Warehouse-native architecture means you're not paying twice for the same data. We built GrowthBook to be cheaper and more performant than you could build on your own. Incremental refresh, intelligent fact tables, data partitions, smart refresh and many more optimizations can reduce query costs by 90%.
GrowthBook Cloud Architecture
Start analyzing with robust statistics
24+ lightweight SDKs, only sends 1 new event, using the same pipeline as other events
Consolidate point solutions for a single source of truth
Run new experiments and manage your next release with GrowthBook. Reduce complexity and spend on multiple tools, so your teams work from the same data and metrics.
Simplify, standardize, and automate
From your first experiment to thousands running simultaneously, from your first feature flag to billions of events tracked. GrowthBook grows with you.
Getting started with GrowthBook
GrowthBook works natively with your data warehouse, event trackers, and existing data pipelines. No more data engineering and reconciliation headaches.
Integrate our SDK
24+ lightweight SDKs, only sends 1 new event, using the same pipeline as other events
Connect to your data warehouse
Run new experiments and manage your next release with GrowthBook. Reduce complexity and spend on multiple tools, so your teams work from the same data and metrics.
Define metrics
From your first experiment to thousands running simultaneously, from your first feature flag to billions of events tracked. GrowthBook grows with you.
Create a feature flag
From your first experiment to thousands running simultaneously, from your first feature flag to billions of events tracked. GrowthBook grows with you.
One warehouse-native platform for modern product development
Experimentation
Feature Flags
Product Analytics
“GrowthBook gave us a modern experimentation and release platform that actually fits how Dropbox works. We can run analytics directly on our data lake, roll features out safely in stages, and support teams across different stacks without duplicating data or tooling.”
“Being able to turn a feature on and off with a flip of a switch is fantastic... That’s so much easier than having to do a deploy or a roll-back.”
“People only see the wins, but there’s actually greater value in avoiding losses. We’ve stopped changes that could have cost millions.”
“GrowthBook has changed the way we think about experiments... It allowed us to uplevel our code, speed up decision-making, and focus on what we do best.”
“Experimentation showed what customers actually do rather than what we assume they’ll do.”
“We don’t need any code changes, we don’t need an app release. We just configure the new tests and launch right away.”
"We are always experimenting now. It’s a natural part of product development. This is due to GrowthBook and the ease of usage both in the UX and in the seamless integration with Snowflake/DWH."
"GrowthBook's results speak for themselves. Every time we do a test, we see benefits for our audiences and our partners. These posters are our one shot, and we wouldn't want to fly blind."
“GrowthBook lets us build experiments exactly how we want. The ability to target based on culture and geography, as granular as needed, is a major win for us.”
"GrowthBook's results speak for themselves. Every time we do a test, we see benefits for our audiences and our partners. These posters are our one shot, and we wouldn't want to fly blind."
"We are always experimenting now. It’s a natural part of product development. This is due to GrowthBook and the ease of usage both in the UX and in the seamless integration with Snowflake/DWH."
“GrowthBook gave us a modern experimentation and release platform that actually fits how Dropbox works. We can run analytics directly on our data lake, roll features out safely in stages, and support teams across different stacks without duplicating data or tooling.”
FAQs
Warehouse-native means GrowthBook queries your data where it already lives (Snowflake, BigQuery, etc.) instead of copying it into our systems. Benefits: no data duplication costs, complete data ownership, use your existing metrics definitions, and total transparency into how results are calculated.
GrowthBook works with Snowflake, BigQuery, Databricks, Redshift, ClickHouse, Postgres, MySQL, Athena, Presto, and more. We also support 15+ event trackers, including Segment, Mixpanel, Amplitude, and Google Analytics.
No. If you don't have a data warehouse, you can use GrowthBook’s Managed Warehouse to start experimenting immediately—no infrastructure required. Migrate to your own warehouse when you're ready.
Yes. Forgot to track something? Add new metrics to past experiments and capture insights without re-running tests. The data is already in your warehouse. Just add the metric to your experiment and analyze the results.
Your data never leaves your data warehouse. For cloud deployments, only aggregate data is shared, no PII ever leaves your data warehouse. For self-hosted deployments, you maintain complete control over all your data to comply with data residency requirements for GDPR, HIPAA, and other regulations.
Ready to ship faster?
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