This study integrates assessment data with learning maps, using a neural network to recommend individualized next skills for instruction and assessment. Results indicate high-certainty, expert-validated recommendations, with empirical support for foundational assumptions. This demonstrates the potential for AI to support more personalized learning-maps-based instruction and assessment.