Software Alternatives & Reviews

The Data Trinity

Recommended and mentioned products

  1. Looker makes it easy for analysts to create and curate custom data experiences—so everyone in the business can explore the data that matters to them, in the context that makes it truly meaningful.

    This component of the trinity is mainly involved in synthesis and displaying of business value. This is where the business intelligence analyst, data analyst, data scientist and business executives operate. They use the extracted loaded and transformed data to answer business questions and produce actionable insights. The software artifacts in this level often have visualization, query and reporting tools. Common...
  2. Fivetran offers companies a data connector for extracting data from many different cloud and database sources.

    If your company is price sensitive, you might opt for a free open source tool such as Airbyte but absorb the engineering costs of setup and maintenance. If your company wishes to focus their engineering resources on other tasks other than extraction and loading, they can use a managed service like Fivetran where they pay for the service.
  3. A fully managed data warehouse for large-scale data analytics.

    The storage component is simply where the data lives after extraction and loading. The most common artifact is a data warehouse or data lake depending on conceptual design. The most common services in this category are AWS Redshift, Google cloud Big query and Snowflake.
  4. Learn about Amazon Redshift cloud data warehouse.

    The storage component is simply where the data lives after extraction and loading. The most common artifact is a data warehouse or data lake depending on conceptual design. The most common services in this category are AWS Redshift, Google cloud Big query and Snowflake.
  5. Replicate data in minutes with prebuilt & custom connectors

    If your company is price sensitive, you might opt for a free open source tool such as Airbyte but absorb the engineering costs of setup and maintenance. If your company wishes to focus their engineering resources on other tasks other than extraction and loading, they can use a managed service like Fivetran where they pay for the service.