FIVETRAN LANDSCAPE

FiveTran is an enterprise solution that uses a variety of services such as ELT pipelines, CDC Database replication, embedded (Connect customers data to your software product), transformations, security and 24/7 support. The need for cloud solutions is rising and Fivetran offers multiple capability solutions.

Fivetran uses automation and scalable CDC (change data capture) replication solution to migrate big volumes of data with low impact and fast paced delivery.

The use of Fivetran reduces costs as well as increase the speed they were able to get data into data warehouses. 

Fivetran uses highly comprehensive ELT (Extract, Load, Transform) tool that is highly efficient when migrating information between different data sources to a centralized destination.

Since Fivetran is an ELT offers the ability to create custom data transformations after you load the data into the destination. Fivetran uses two types of transformations, SQL and DBT transformations, an advantage of using Fivetran is that version control can be used with transformations themselves.

Automation of data migration

  • Target tables are generated automatically during the initial load.
  • Fast-paced loading of large volumes of data.
  • Keep your system running smoothly and efficiently.

Deliver fresh data with minimal source impact

  • Continuous and automated reading from the transaction log of your database for any updates or changes.
  • To reduce the load on your source systems, only data changes are moved.

Confidence in your data accuracy and movement

  • Data validation and repair ensure data accuracy.
  • Alerts, reporting, and auditing provide real-time monitoring of your data

OUR STRENGTHS 

  • Fivetran experts who have the best knowledge and practices.
  • Extensive experience in Fivetran data replication.
  • Delivering customed DBT/SQL enterprise solutions.

WE ARE MASTER OF

  • ELT (Extract, Load and Transform)
  • CDC (Change data capture) Database replication
  • Embedded (Connect customer data to your software product)
  • Fivetran prebuilt transformations
  • Security from source to destination replication in ELT

dbt LABS LANDSCAPE

dbt (data build tool) from dbt Labs has become the standard for data transformation in the modern data stack. It allows data teams to transform raw data directly inside the data warehouse using simple SQL, instead of maintaining separate transformation servers or complex ETL code. Anyone who knows SQL can build production-grade data pipelines with dbt.

What makes dbt different is that it brings software engineering practices into analytics. Every transformation is version controlled through Git, tested before deployment, and documented automatically. This gives data teams the same discipline that application developers have had for years, and it means fewer broken dashboards and more trust in the data.

dbt Labs has now merged with Fivetran, bringing data movement and data transformation together under one platform. Fivetran handles the Extract and Load, and dbt handles the Transform, completing the full ELT cycle. As a partner of both, Logan Data delivers this combined stack as a single end-to-end solution for our clients.

Transform data where it already lives

  • dbt runs transformations directly in your warehouse — Snowflake, Databricks, BigQuery, Redshift and more.
  • No separate transformation infrastructure to purchase or maintain.
  • Modular SQL models that are easy to reuse and easy to hand over between teams.

Trust your data before it reaches the business

  • Built-in data tests catch nulls, duplicates and broken relationships before they reach reports.
  • Automatically generated documentation and column-level lineage for every model.
  • Clear visibility into where every number came from.

Ship analytics code like software

  • Git-based version control for all transformation logic.
  • CI/CD workflows so changes are reviewed and tested before going live.
  • Environments for development, testing and production.

OUR STRENGTHS 

  • Consultants with hands-on dbt experience across Snowflake, Databricks and other cloud data platforms.
  • Extensive experience delivering combined Fivetran + dbt solutions, from data replication to final analytics models.
  • Proven track record migrating legacy ETL and stored procedure logic into clean, tested dbt projects.

WE ARE MASTER OF

  • dbt Core and dbt Cloud implementation
  • SQL-based data modeling (staging, intermediate and mart layers)
  • Data testing, documentation and lineage
  • CI/CD and version control for analytics code
  • Fivetran-triggered dbt transformations
  • Migration from legacy ETL tools to dbt