Dannce.ai is creating digital movement assessments to accelerate neurological drug development and increase the accessibility of quality neurological diagnoses. DANNCE (3-Dimensional Aligned Neural Network for Computational Ethology) is a markerless motion capture approach that uses deep learning to quantify behavior and detect disease. DANNCE has two core innovations: the acquisition of fine 3-D patient movement without using markers, and the analysis of movement to create distinct behavioral fingerprints corresponding to disease states and drug effects.