VAI Learning by Doing modules optimize procedure-driven learning such as operations, maintenance, assembling, and troubleshooting. It allows the learner to practice a procedure through an interactive and virtual environment while an intelligent agent analyzes each action, provides real-time assistance and demonstrations, and generates a reinforcement module at the end of the course to correct skill-gaps.