Automatic system dynamics characterization of a pharmaceutical continuous production line

•Propose new methodology for process understanding and for system dynamic evaluation.•Advanced step testing of pharmaceutical continuous wet granulation process.•Improved process understanding of continuous wet granulation process.•Real-world example of process monitoring of a GMP continuous production line.•Science-based diversion strategy of out of specification products.