Can AI Actually Do Your Job?
Verification-first work
Your task mix includes consequential or hard-to-check outputs. Verification is the first design problem.
Public example profile. Your exact task mix is displayed only when this browser contains your matching local report. Shared links reveal this broad profile, not your occupation or task text.
Highest-leverage next step
Make sources, constraints and decision ownership explicit. Design the evidence and escalation path before automating.
Biggest risk
Automation increasing the amount of plausible material someone must check.
Where human judgment matters
Own the goal, permissions, consequences and acceptance decision. Check whether the input represents the real context. A useful draft does not transfer accountability.
A small experiment
Audit one AI-assisted output using its original sources. Log unsupported claims and correction time before expanding use.
Map your own work for free Methodology
A useful result to forward
What is costing you time?
Checking, exceptions and handoffs can erase apparent automation gains. The Expensive Bottleneck Finder is planned; it is not a live diagnostic yet. Meanwhile, record the minutes spent creating, reviewing, correcting and transferring one piece of work.
Bottleneck Finder — coming soonQuestions, answered
Does this predict whether I will lose my job?
No. It is a transparent task-planning heuristic based on your classifications, not an employment forecast or a test of actual model performance.
Does my task description leave this browser?
No. Occupation descriptions, task text, weights and personalized reports stay in local storage. Anonymous events contain only fixed tool/result/intent identifiers.
What does the leverage score mean?
A weighted planning index using explicit coefficients: human-led 0, assist 0.35, potential automation 0.8, verification-first 0.15. It is not a measured percentage of your job that AI can do.
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