A learning management system with an AI component that writes professional resumes and personalizes each learner's path.
Problem
Learners dropped off once a course ended because the platform had no clear next step from "finished a course" to "ready for the job it prepared them for."
Solution
Added an AI component that turns a learner's course history into a professional resume and a personalized learning path toward their next goal, which measurably improved user retention.
Architecture
The component reads a learner's completed courses and skills from the LMS, prompts an LLM to draft a structured resume and a ranked list of next courses, and renders both as editable documents inside the platform.
