BUSINESS INTELLIGENCE

Data Integration and Modeling (ETL/ELT)

We unify your data from multiple sources with ETL/ELT processes and model it so that your reports are reliable, fast, and consistent.

What is Data Integration and Modeling (ETL/ELT)?

The quality of your reports depends on the quality of the data underneath. If each source says one thing and the data is dirty or duplicated, no dashboard will be reliable. That is why the work of integration and modeling is the foundation of Business Intelligence.

We design and implement ETL/ELT processes that extract data from your sources (ERP, CRM, Excel, databases, APIs), clean and transform it, and load it into a coherent data model. We use tools such as Azure Data Factory, Microsoft Fabric, and SQL, creating a dimensional model optimized for analysis.

The result is a single source of truth, with clean, consistent, and organized data, on which your reports and dashboards run fast and reliable.

FEATURES

Features of Data Integration and Modeling (ETL/ELT)

  • Data Extraction (E)

    Connection and reading of data from ERP, CRM, databases, APIs, CSV/Excel files and cloud services.

  • Transformation (T)

    Cleansing, validation, normalization, calculations, and business rules to turn raw data into reliable information.

  • Load (L)

    Write the transformed data to the Power BI data warehouse, data lakehouse, or semantic model.

  • Dimensional modeling

    Design of fact and dimension tables (star schema, snowflake) optimized for analysis and reporting.

  • Azure Data Factory

    Orchestration of data pipelines in the cloud with native connectors, triggers, and monitoring.

  • Microsoft Fabric Dataflows

    Low-code transformations within the Fabric ecosystem for scenarios that require unified governance.

    • Data quality

      Validation rules, anomaly detection, and alerts when data does not meet defined standards.

    • Model documentation

      Dictionary of data, lineage, and documentation of each table, field, and metric for maintainability.

TECHNOLOGIES

  • Python
  • PostgreSQL
  • Microsoft SQL Server
  • Power BI
  • Microsoft Fabric
  • Azure Synapse Analytics
  • Azure Data Factory

FREQUENTLY ASKED QUESTIONS

Frequently asked questions about Data Integration and Modeling (ETL/ELT)

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