Driving Analytics with Open Source: Airbyte, dbt, Airflow & Metabase

In this talk, I’ll walk through how we built an end-to-end analytics pipeline using open-source tools ( Airbyte, dbt, Airflow, and Metabase). At Kunda Kids, we extract data from multiple sources using Airbyte OSS into PostgreSQL, transform it into business-specific data marts with dbt, and automate the entire workflow using Airflow. Our Metabase dashboards provide real-time insights, and we integrate Slack notifications to alert stakeholders when key business metrics change.

This session will cover:

• Data extraction: Using Airbyte OSS to pull data from multiple sources
• Transformation & Modeling: How dbt helps create reusable data marts
• Automation & Orchestration: Managing the workflow with Airflow
• Data-driven decision-making: Delivering insights through Metabase & Slack alerts