An agile and robust in-line NIR potency deviation detection method for monitoring and control of a continuous direct compression process

•A novel NIR method was developed for blend potency variation and deviation detection.•NIR method developed at a lab scale was directly applied to full-scale manufacturing.•The method was robust against raw material, instrument, and process variation.•It enables agile NIR development and enhanced performance in continuous manufacturing.