AI Course Generator
The AI Course Generator is one of 91 AI tools built into OpenEduCat. It turns a topic and a few parameters into a complete, structured course that loads straight into your LMS. Faculty keeps full editorial control. The AI handles the mechanical assembly.
What the Course Generator Does
Four capabilities that turn a blank course shell into a teaching-ready structure.
Full Course Outlines
Enter a topic, target level, and semester length. The AI drafts a week-by-week outline with lecture topics, reading assignments, discussion prompts, and assessment milestones. The draft lands in the course editor for the instructor to review, reshape, and approve — nothing reaches students until faculty publishes it.
Lesson Plans with Activities
Each week breaks down into individual class sessions with warm-ups, core instruction blocks, group activities, and wrap-up assessments. The output follows the backward design framework: start with learning objectives, then build the activities that get students there.
Aligned Learning Objectives
Every generated module includes learning objectives mapped to Bloom's taxonomy levels. The AI tags each objective as Knowledge, Comprehension, Application, Analysis, Synthesis, or Evaluation so accreditation reviewers can see the cognitive rigor at a glance.
Assessment Scaffolding
The generator places formative checks, midterm milestones, and summative assessments at the right intervals. It accounts for prerequisite dependencies so students are never tested on material that hasn't been taught yet. Faculty can shift any assessment with drag-and-drop in the course editor.
How It Works
Three steps from blank page to published course.
Enter your course details
Type in the subject, academic level (intro, intermediate, advanced), number of weeks, and class sessions per week. Add optional constraints like required textbooks or accreditation standards.
AI generates the complete outline
The AI drafts a full course structure: weekly topics, lesson plans, learning objectives, reading lists, and assessment points. The draft follows your institution's course template if one has been configured — and it stays a draft until an instructor approves it.
Review, edit, and publish
The generated outline loads directly into OpenEduCat's course editor. Rearrange weeks, swap readings, adjust assessments. When it looks right, publish to your LMS. Students see it immediately.
Example: What You Get
Here is what the generator produced for "Introduction to Environmental Science", a 14-week undergraduate course with 3 sessions per week.
ENVS 101, Introduction to Environmental Science
14 weeks · 3 sessions/week · Undergraduate Intro
Week 1, Earth Systems & the Scientific Method
Objectives: Define the four Earth spheres (Knowledge); design a simple field observation protocol (Application)
Sessions: Lecture: What is Environmental Science? / Lab: Campus ecosystem walkthrough / Discussion: Local vs. global environmental issues
Assessment: Reflection journal entry (formative)
Week 2, Ecology Fundamentals
Objectives: Explain energy flow through trophic levels (Comprehension); calculate biomass transfer efficiency (Application)
Sessions: Lecture: Food webs and energy pyramids / Lab: Aquatic ecosystem sampling / Group: Build a food web from field data
Assessment: Food web diagram (formative)
Week 7, Midterm Review & Exam
Objectives: Synthesize concepts from Weeks 1-6 (Synthesis); evaluate competing environmental policy proposals (Evaluation)
Sessions: Review session / Midterm exam / Post-exam debrief
Assessment: Midterm exam, 40 MCQ + 2 short essay (summative, 25% of grade)
... plus Weeks 3-6, 8-14 with the same detail level
Bring Your Own Model
The Course Generator runs on the AI endpoint your institution already governs — Azure OpenAI, Google Vertex AI, AWS Bedrock, or another compatible provider. Every request goes from your OpenEduCat instance to that endpoint under your own agreement, region, and data terms. Your infrastructure, your rules.
Guardrails, spending budgets, and audit logs apply to every generation. Your DPO reviews one data relationship — the one your institution already negotiated with its cloud provider.
Frequently Asked Questions
Common questions about the AI Course Generator.
Related AI Tools
The Course Generator works alongside other AI tools in OpenEduCat.
Quiz & Assessment Builder
Draft practice quiz questions from your course materials — formative, instructor-controlled.
Learn more →AI Grading Assistant
AI drafts rubric-aligned feedback; teachers review and assign every grade.
Learn more →Student Support & Tutoring
Answers student questions from institution-uploaded course documents, with citations.
Learn more →Content Recommendations
Advisory resource suggestions from a faculty-curated pool — instructors decide.
Learn more →