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Complete End-to-End Data Pipeline Architecture Implementation for SMEs


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Data Extraction: The Crucial First Layer

Data extraction is the first step in the data management process. We provide customized solutions ranging from writing Python scripts to using advanced tools like Airbyte for handling larger data volumes.
  • Custom Python Scripts: Ideal for tailored operations and specific client needs.
  • Utilization of Airbyten: For efficient management of significant data volumes.

Transforming Data with DBT

The second layer is data transformation, a critical step that prepares data for in-depth analysis. We use DBT (Data Build Tool) for its ease of use and powerful data transformation capabilities.
  • Ease of Use: Does not require an intensive learning curve.
  • Efficiency: Optimizes data transformation processes for quick and reliable responses.

Why Choose Milhos for Your Data Pipelines

Milhos does not just implement data pipeline solutions but also supports clients every step of the way, ensuring that the solutions remain optimized and up-to-date.
  • Ongoing Support: We offer continuous support to ensure that the pipelines are always efficient and current.
  • Customization: We tailor solutions to meet specific client needs to maximize effectiveness.


What is a data pipeline?
A data pipeline is a series of processes that automate the flow of data from one stage to another, typically involving extraction, transformation, and loading (ETL) processes, to facilitate analysis and decision-making.
What makes DBT suitable for data transformation in SMEs?
DBT offers simplicity and power, enabling SMEs to perform robust data transformations with minimal learning curve, making it ideal for businesses without extensive technical teams.
Can Milhos customize data pipelines for specific industry needs?
Yes, Milhos specializes in tailoring data pipelines to specific industry requirements, ensuring that the data solutions are perfectly aligned with the client's operational needs and strategic goals.

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Milhos OÜ - Reg No: 16167570 - Estonia