Notes on training that has to survive scrutiny.
Mostly about governance, provenance and the awkward operational realities of keeping compliance training current. No thought leadership about the future of work.
- authoringcomparisonproduct
Top 5 AI course authoring tools in 2026
A practical ranking of AI course authoring tools and AI course creators — Kre8AI, Articulate, Coursebox, TalentLMS and Absorb — for teams who have to defend what the training says.
- governancecompliance
What to tell the auditor when they ask who wrote your training
The accountability question is the one that stops AI course authoring in regulated organisations. Here is how to answer it in a way that holds up.
- popiacompliance
Why your POPIA training keeps going stale, and what to do about it
Privacy training decays faster than almost any other course, because it is bound to documents and practices that change. The fix is structural, not editorial.
- governanceproduct
Citations are the feature, not the footnote
In generative course authoring, per-slide source attribution is not a nice extra. It is the mechanism that makes review possible at all.