Systems and methods are described that facilitate importing scanned image data into a production workflow, in accordance with various features described herein. A plurality of loosely-coupled, dynamically loaded plugins can be defined in a configuration file for a given production scanning job. The plugins can be invoked in response to a trigger with which each plugin is associated, and triggers can be associated with different phases of the production workflow, such as image data acquisition (importation), data filtering (pre-scanning), image analysis (scanning), and metadata processing (post-scanning). In this manner, the overarching scanning architecture need not have direct knowledge of which plugins are triggered, or even present, and custom plugins as well as standard plugins can be provided for each production scanning job.