Is there a built-in system or method to upgrade firmware automatically?

Yes, the device can be configured to check for and install updates via the network. Follow the on-screen instructions in 'System Settings' under 'Software Updates'.

From the official HP Officejet Pro 8620 E All-in-One Printer manual, page 27

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