Review
Hey Alfaz, the tools you mentioned are not exactly BI tools and are essentially ELT tools meant to collect data from third-party data sources (tools used for sales, marketing, advertising, etc) and ingest the data into a data warehouse (Snowflake, Redshift, BigQuery, etc). You can check out the linked article to learn more.
I have also recommended some BI tools like Mode, Looker, and SiSense. Happy to answer follow-up questions!
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