Automation Sandbox
Test a role against the current automation frontier.
Search a job title to see where software capability, judgment, trust, legal exposure, and physical execution constrain automation.
Prebuilt roles
10
Model dimensions
7
Fallback analysis
Claude
$
No API key required. Custom searches use a local estimate from the project's industry and occupation data. Curated presets are hand-tuned; optional AI analysis can be enabled later with an API key.
Quick picks
Curated examples across knowledge, care, logistics, trades, and creative work