Macro Research & Context
The Potential Impact of AI on US Occupations
AI's potential impact on US occupations tracks task composition, not job titles. Here's the O*NET-grounded view.
Rovaryn Digital · July 9, 2026 · 7 min read
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Tagged: research
AI workforce planning guides for HR strategy teams.
Macro Research & Context
Which Jobs Are Most Exposed to AI?
Some occupations show consistently higher exposure. Here's the pattern — and why your own role list still needs its own analysis.
Rovaryn Digital · July 2, 2026 · 9 min read
AI Workforce Exposure & Risk
AI Occupational Exposure Indices Explained
Occupational exposure indices are useful context — but they operate at sector level. Here's what they measure and their limits.
Rovaryn Digital · June 24, 2026 · 7 min read