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Better to use a custom script or a managed pipeline for sales data
Posted: Thu Sep 17, 2026 6:48 am
by barnitos
I've been struggling with exporting data from Pipedrive lately. I'm wondering if I should still use a custom script, or if a managed pipeline will save me from these hassles in the long run. What do you think?
Re: Better to use a custom script or a managed pipeline for sales data
Posted: Thu Sep 17, 2026 6:51 am
by Facundo
When I used a custom script to process sales data, I had to monitor it until late at night. Managed pipelines handle routine parts, field mapping, and incremental loading, saving me a ton of time, quickly paying for themselves.
Re: Better to use a custom script or a managed pipeline for sales data
Posted: Thu Sep 17, 2026 6:54 am
by gorincha
The reliability gap between a custom script and a managed pipeline widens the moment your Pipedrive instance adds a custom field or changes a data type. BigQuery is unforgiving of schema inconsistencies during loading. A pipeline specifically designed for moving data from Pipedrive to BigQuery automatically handles typed tables and incremental syncing. For example, I suggest you learn more here
http://datrise.com/en/pipeline/pipedrive-to-bigquery