[xiaofei_]

Thanks for the explanation. Does it mean HubSpot as the data source itself will have to maintain these native data pipelines?

[seandoh]

Pipebird handles all of the actual plumbing (extraction, transfer scheduling, retries, setting up data sharing, etc).

The only thing HubSpot would have to do is set up their source and add a destination through our API.