Quantitative digital pathology objectively measures inflammatory activity in autoimmune hepatitis, showing strong concordance with consensus histological assessment. By quantifying inflamed tissue area and inflammatory foci density on whole-slide images, the approach enables automated assessment, better stratification, and identification of patients with more advanced inflammatory disease.