Your warehouse is the source of truth. We get the most out of it.
Composable Audience Studio puts the customer data in your Snowflake, Databricks, or BigQuery directly into your marketers' hands. No SQL. No tickets. No copies.
Built on the warehouses you already trust.
Treasure AI partners with Snowflake, Databricks, and Google BigQuery. Your customer data is already there, so you're ready to go. Connect in hours. Begin seeing results in days.
Snowflake
Run audience segmentation as a federated query on your Snowflake compute. Built to deploy as a Snowflake Native App, so installation is governed by your existing Snowflake admin and billing. Joint go-to-market with Snowflake — including a launch at Snowflake Summit 2026.
Databricks
Activate the customer profiles already modeled in your lakehouse — no movement out, no second copy. Reads your Delta tables and dbt models as they are, so the work your data team has already done is the work Composable Audience Studio uses. Featured at NRF 2026 with Databricks.
BigQuery
Federated audience segmentation that runs directly on BigQuery's serverless compute — no clusters to size, no infrastructure for your team to manage. Marketers build segments on the customer data your analytics team has curated, without ever leaving Audience Studio.
Zero-copy, by design.
Composable Audience Studio never moves your customer data. The query runs where the data already lives.

Zero-copy audience activation across your warehouse ecosystem.
Many enterprises already have their customer data modeled and governed in the warehouse. Composable Audience Studio gives marketers a visual way to use that data without copying it, exporting it, or waiting on SQL — while keeping IT's governance model intact.
Reaching your data is the easy part. Here's what happens net.
Composable activation is table stakes. The reason enterprises pick Treasure AI is what they can do once their customer data is reachable.
Real-time customer experiences
Recognize and respond to customers in the moment they act. Sub-second decisioning on live customer state, in-session personalization, cross-channel coordination, and triggered campaigns convert intent into revenue while the customer is still in the funnel.
Identity resolution that works on real data
One customer, recognized everywhere — even when your data isn't clean. Probabilistic and deterministic matching across hashed IDs, loyalty IDs, email variants, and anonymous device IDs help you stop losing customers in the gaps between systems.
AI agents that act, not just recommend
Agents that build segments, design journeys, and execute decisions on your behalf. Treasure AI Agent Foundry runs on top of your warehouse data with the memory and live state your CDW can't natively provide.
Your warehouse is the source of truth. Treasure AI turns it into action.
300+
Enterprise customers
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Enterprise customers
80+
Global 2000 brands
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Global 2000 brands
200+
Real-time journeys in production
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Real-time journeys in production
2B+
Customer profiles
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Customer profiles
FAQs
Composable Audience Studio is Treasure AI's warehouse-native audience segmentation experience. It lets marketers build audiences visually using customer data in Snowflake, Databricks, or BigQuery without writing SQL, opening tickets, or copying raw data into another system.
No. Composable Audience Studio uses a zero-copy architecture. Queries run where the data already lives, and only the audience result returns. Raw customer data stays governed inside your warehouse.
Composable Audience Studio is designed for Snowflake, Databricks, and Google BigQuery. Treasure AI's broader zero-copy capability also covers Amazon Redshift.
Reverse ETL typically moves or syncs data from the warehouse into downstream tools. Composable Audience Studio gives marketers a visual audience-building experience on top of warehouse data while preserving governance, minimizing data movement, and connecting audiences to activation workflows.
Warehouses are powerful systems of record, but they are not built for real-time customer experiences, identity resolution, journey orchestration, or AI agents that act across marketing workflows. Treasure AI turns warehouse data into governed customer experiences that drive business outcomes.
All computation — Identity Resolution, ML, and AI Decisioning — executes directly on your warehouse compute (Snowflake, Databricks, or BigQuery). Treasure AI sends queries to your warehouse; your data never moves to our infrastructure for processing. Standard warehouse credits apply for query execution.