What this case covers
The author uses Codex and Obsidian to precipitate ten years of education and training growth experience into content, methodologies, and project assets, forming a training loop through manual revisions and difference reviews.
Questions it answers
- What capability do education and training bosses really lack?
- How should the five types of business assets be organized?
- How should the master control file remain stable?
- How should manual revisions be written back to the knowledge base?
- How can a minimal version be built in four weeks?
Our observations
- Turning experience into assets has more long-term value than one-off AI writing.
- Manual revisions are high-quality training data.
- The knowledge base must ultimately connect to business actions such as leads, costs, and conversion.
From the author
This is not a content tool, but a business asset system.