In OpenSpecimen, running automated daily feeds or data exports to synchronize with external downstream databases (such as data warehouses) is typically approached in the following two ways, depending on whether you want to rely on:

On-premise: Yes

On Krishagni Cloud: Only APIs (i.e., option 2) since customers dont have access to the backend disks where the files are stored.

Option 2 (API Integration) offers greater control over error handling, retries, email notifications, etc, but it requires programming effort. Option 1 is better suited for non-technical teams, whereas Option 2 is the ideal choice if developer resources are available.

For an additional fee, nightly full or partial database backups are available. This service allows you to query and export data directly via SQL, offering greater flexibility and data control.