Many businesses choose cloud data warehouse services, like Amazon Redshift, Google BigQuery, etc. to analyze their data, as they offer high scalability and on-demand computing power and are supported by a large number of various data analysis tools. Let’s consider a more specific case when there is a need to analyze company data from a Jira system, and Google BigQuery is selected as a data warehouse for analysis. There can be different ways to solve this scenario – build vs. buy.