Which Parts of Your Job Are Exposed to AI? A Practical Task Audit
Understand AI job exposure without scary rankings. Map your tasks, spot realistic automation candidates, and choose one practical next step.
AI and Career Skills
AI Skills Employers Can Assess: A Practical Portfolio Plan
Build evidence of useful AI skills with a focused work sample. Learn to frame tasks, check outputs, interpret data, and explain your decisions.
How to Test AI at Work With a One-Task Experiment
Try AI on one low-risk work task and measure the full effort, including checking and corrections. A practical experiment with no income promises.