What we analyse
We analyse your role at the task level — not the job title level. Every role is made up of discrete tasks, and each task has a different relationship with current and near-future AI capabilities. Our engine scores each task individually and synthesises those scores into an overall risk profile.
If you provide your specific responsibilities, they inform the analysis directly. The more specific your input, the more specific your report.
The framework
Our proprietary intelligence framework combines task-level automation modelling, agentic AI exposure analysis, and temporal horizon scoring. It is built on published labour economics research and continuously updated as AI capabilities evolve.
What your report contains
Your 10-section report covers: an executive risk summary, task-level decomposition, a 2026–2029 automation timeline, industry context, skills gap analysis, role evolution mapping, a 6-month resilience roadmap, an action calendar, career pivot options, and a final verdict.
Reports are delivered instantly to your inbox and available to download as a PDF.
Honest limitations
AI career risk analysis is inherently probabilistic, not deterministic. No tool can predict with certainty which jobs will be automated and when. Our analysis represents an informed, research-grounded probability assessment — not a guarantee. Treat the report as a strategic framework for thinking, not a verdict.
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