Module 5: Maintaining Quality | AI-Powered E-Learning

The Quality Problem

AI generates content in seconds. So you ship it without review.

AI writes explanations fast. So you skip the subject matter expert.

AI creates assessments instantly. So you don't check if they actually test understanding.

Speed is seductive. But speed without quality breaks trust with your learners.

The balance:
AI accelerates creation. You ensure quality. The partnership produces better work, faster—not just faster work.

This Is for You If:

✓ You're using AI but worried about output quality
✓ You need to defend AI-assisted work to skeptical stakeholders
✓ You want speed AND standards, not one or the other
✓ You're building a sustainable AI workflow, not just experimenting
✓ You need systematic ways to evaluate and improve AI output

What You'll Learn

🤝

Human-AI Partnership

What AI does well, what you do better, and where the partnership creates leverage.

✓

Evaluating Output

Systematic criteria to assess AI-generated content. Know what's ready to ship and what needs work.

🔄

Iterative Refinement

Turn mediocre first drafts into excellent final products through strategic iteration.

📚

Building Your Prompt Library

Stop starting from scratch. Build a library of prompts that consistently produce quality results.

By Module's End

Recognize

What AI does well and where it needs your expertise to maintain quality

Evaluate

AI output using systematic criteria instead of gut feel

Refine

Mediocre drafts into excellent final products through iteration

Systematize

Your workflow with a prompt library that compounds over time

The Reality Check

AI is a powerful accelerator. But it's not a replacement for your instructional design expertise.

AI doesn't know your learners: You validate relevance and appropriateness
AI doesn't know your organization: You ensure cultural and policy fit
AI doesn't know instructional design: You ensure learning science rigor
AI doesn't improve without feedback: You refine prompts and iterate

Use AI to move faster. Use your expertise to ensure you're building the right thing, the right way.

What You'll Get

Every topic includes downloadable job aids:

Human-AI role division matrix
Quality evaluation checklists
Refinement prompt templates
Prompt library starter kit

Build quality controls into your AI workflow from the start.

AI Is Fast. But Is It Good?