AI-Assisted Content Intake and Gap Analysis: From content chaos to instructional design clarity
Recorded August 19, 2026 · with Adam Lamb
You've just received hundreds of training assets in an unsorted folder. Nothing labeled, no telling what's current.
Sound familiar? You lose hours to sorting before the real work starts.
This session shows a faster way. Point AI at the pile, and a messy, multi-format file folder becomes a structured catalog and a clear gap map, so your judgment goes to the decisions instead of the data entry.
In this hands-on session, you'll see:
- Why receiving a collection of files to organize is harder than it seems
- A live demo of different paths including for small and large collections of content
- The human checkpoint: what AI handles versus what stays your judgment, and how to keep it governed
- A toolkit you keep: a setup guide, prompt and command pack, intake planner, and gap-analysis review checklist
See how it works on a real project
Discover the path to clearer content organization. We've built this toolkit for anyone who wants practical AI workflows without the technical side.
- Instructional designers and L&D specialists who handle client or stakeholder content
- L&D team leads scoping and resourcing new projects
- Learning consultants and agencies wrestling with messy source material
- Anyone who wants practical, governed AI workflows in L&D, including those who don't write code
If you handle other people's content, this is for you. The pain is the same at a thousand files or a dozen, and the session covers both.
Join Adam, Senior Instructional Designer on Neovation's Custom Learning team, to watch him walk through this framework on a real project.
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Other resources:
AI Content Intake Prompts for L&D (opens in a new tab)
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