At a Berlin-based startup called Billie.io, which provides small and medium-sized businesses with instant invoice financing, data plays a critical role in delivering fast, seamless financial services. The company uses Fivetran to automate data ingestion into Snowflake from multiple sources such as Google Analytics, Salesforce, its production database, LinkedIn, Facebook, and more. To ensure smooth operations, Billie also uses Apache Airflow for orchestration, which gives them fine-grained control over when things happen and visibility into pipelines, their dependencies, and their execution. By using Fivetran and Airflow together, Billie can automate data ingestion, streamline workflows, reduce costs, and lower environmental impact. The combination of these tools allows Billie to manage complex data workflows efficiently, making it an attractive solution for businesses looking to improve their financial services.