Can AI write cases suitable for online teaching?

AI can generate case studies tailored for online teaching contexts. This application of natural language processing technology is increasingly feasible and effective for creating realistic learning scenarios.

Effective educational cases require clearly defined learning objectives, authentic situational details, and alignment with pedagogical goals. AI systems must be trained on relevant, high-quality educational materials and specific subject matter expertise. The complexity varies significantly by discipline—business cases may be generated more readily than highly specialized STEM scenarios requiring precise technical accuracy. Educators should always review AI-generated content for factual correctness, pedagogical appropriateness, and bias mitigation before classroom use.

For implementation, educators provide the AI with key parameters like course level, topic, desired complexity, and learning outcomes. The AI drafts the case narrative, which the instructor then refines, adds discussion prompts or instructor notes, and integrates into learning platforms. This application saves educators significant content development time while providing students with diverse, engaging learning materials that enhance practical understanding and critical thinking skills in virtual settings.