DBT is the industry standard for data transformation, but managing it at scale can be challenging. Mage makes it effortless by offering native integration with DBT, allowing you to automate, orchestrate, and optimize your transformation workflows with ease.

With Mage, you can:

✅ Automate DBT model runs with flexible scheduling

✅ Trigger DBT executions based on events or dependencies

✅ Gain full visibility into execution logs and performance metrics

✅ Combine DBT with other data processing steps in a unified pipeline

✅ Reduce complexity while improving efficiency in data workflows

Why Mage + DBT?

🚀 Scalable Orchestration

Run DBT models as part of a broader data pipeline without worrying about manual triggers or scheduling constraints. Mage seamlessly connects DBT with upstream and downstream tasks, ensuring smooth execution.

📊 Enhanced Observability

Get detailed logs, execution statuses, and performance insights at every step. Debugging and optimizing DBT models has never been easier.

🔄 Seamless Data Integration

Pass data between DBT models and other pipeline components effortlessly. Connect your transformation logic with external data sources, APIs, and machine learning workflows within Mage.

🛠️ Event-Driven Execution

Trigger DBT runs dynamically based on new data arrivals, schema changes, or other system events. Say goodbye to static scheduling and hello to real-time responsiveness.

How Teams Use Mage + DBT

🏢 Enterprise Data Engineering Teams

Large organizations leverage Mage to automate thousands of DBT model runs across multi-cloud environments. With Mage, teams ensure consistency across global data centers and eliminate the risk of manual errors.

📊 Analytics & Business Intelligence Teams

Analytics teams at leading enterprises use Mage to integrate DBT with their reporting pipelines. By automating DBT execution, they ensure dashboards always display the freshest data without requiring manual updates.

🏥 Healthcare & Life Sciences

Hospitals and research institutions rely on Mage to orchestrate DBT models that process massive healthcare datasets. By automating compliance and security checks, Mage helps them maintain HIPAA and GDPR compliance while analyzing critical patient data in real time.

🛍️ E-Commerce & Retail

Retailers use Mage to optimize pricing, supply chain logistics, and customer insights by integrating DBT into their recommendation engines. Automated DBT runs ensure inventory forecasts and pricing models stay up to date.

💰 Financial Services & Fintech

Banks and fintech companies trust Mage to orchestrate DBT models that detect fraud, process transactions, and analyze risk. With event-driven execution, fraud detection models can react instantly to suspicious transactions.

🚀 Startups & High-Growth Tech

Fast-moving startups use Mage to rapidly iterate on DBT models without worrying about scaling issues. Mage allows them to focus on insights and product innovation rather than data orchestration.