Blog
Articles in the O*NET & Exposure Methodology category. (Stub added by factory upload --register-categories — replace before the next site deploy.)
A repeatable method for running a company-specific AI workforce readiness assessment, from role inventory to a board-ready output.
Rovaryn Digital · October 16, 2026 · 9 min read
A simple average of task scores misleads. Here's why importance weighting matters and how to apply it.
Rovaryn Digital · June 21, 2026 · 6 min read
If you can't explain how you got the number, it won't survive the boardroom. Here's how to build a transparent rubric.
Rovaryn Digital · June 20, 2026 · 7 min read
A defensible exposure score needs a transparent rubric. Here are the four dimensions and how to apply them consistently.
Rovaryn Digital · June 19, 2026 · 7 min read
Real title lists are messy. Here's how fuzzy matching helps — and why every match still needs human confirmation.
Rovaryn Digital · June 18, 2026 · 7 min read
O*NET work activities describe what people actually do. Here's how to use them in exposure scoring.
Rovaryn Digital · June 17, 2026 · 6 min read
Not every task matters equally. Here's how O*NET importance ratings work and why they belong in your exposure calculation.
Rovaryn Digital · June 16, 2026 · 7 min read
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