Curriculum Designer
Create and curate learning materials
What You Do Today
Develop or source content — readings, videos, interactive activities, case studies, and simulations. Transform subject matter expert knowledge into engaging, accessible learning materials.
AI That Applies
Generative AI creates first-draft content, converts text to multiple formats (video scripts, interactive exercises, study guides), and adapts reading levels for different audiences.
Technologies
How It Works
The system tracks learner progress, competency assessments, and engagement patterns across the learning environment. A language model processes the input by identifying relevant context, generating appropriate responses, and structuring the output to match the expected format and domain conventions. The output — first-draft content — surfaces in the existing workflow where the practitioner can review and act on it.
What Changes
Content creation accelerates dramatically. First drafts of materials appear in minutes instead of days. You move from creator to curator and editor.
What Stays
Quality judgment — ensuring content is accurate, pedagogically sound, inclusive, and engaging — requires expertise. AI generates fast; you ensure it's good.
What To Do Next
This section won't tell you what your numbers should be. It will show you how to find them yourself. Every instruction below produces a real, verifiable result in your organization. No benchmarks, no projections — just the steps to build your own evidence.
Establish Your Baseline
Know where you are before you move
Before adopting AI tools for create and curate learning materials, understand your current state.
Without a baseline, you can't measure whether AI actually improved anything. You'll adopt tools without knowing if they're working.
Define Your Measures
What to track and how to calculate it
Time per cycle
How to calculate
Measure how long create and curate learning materials takes end-to-end today, then after AI adoption.
Why it matters
The most visible improvement is speed. If AI doesn't save time, question whether it's adding value.
Quality of output
How to calculate
Track error rates, rework frequency, or stakeholder satisfaction scores before and after.
Why it matters
Speed without quality is just faster mistakes. Measure both.
Start These Conversations
Who to talk to and what to ask
your VP Operations or COO
“What's the biggest bottleneck in create and curate learning materials today — and would AI address the bottleneck or just speed up something that's already fast enough?”
They're prioritizing which operational processes to automate
your process improvement or lean lead
“How much of create and curate learning materials follows repeatable rules vs. requires genuine judgment — and can we quantify that?”
They understand the workflow dependencies that AI tools need to respect
Check Your Prerequisites
Confirm readiness before you invest
Check items as you confirm them.