Our latest Sunday video turns the AI debate into a task, value and income review.

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OUR METHODSources · assumptions · European context · verdict
01

Start with tasks

A job consists of different activities. Some may be accelerated by AI while others still require judgement, responsibility and contact with clients or colleagues. The ILO research distinguishes occupational exposure from realised job loss.

02

Measure the complete workflow

Count preparation, checking and corrections as well as generation time. Faster output only helps when quality remains adequate and the work is permitted for the data involved.

03

Separate capacity from earnings

Illustration: two hours saved per week for four weeks gives eight hours. At €25 per hour, that represents €200 of possible billable capacity—not guaranteed revenue. A client must actually purchase the work, and costs still apply.

04

Build a 90-day review

Test a workflow, improve the result and document useful outcomes. Use the evidence to consider responsibilities, pricing, training or flexibility, without assuming a pay rise follows automatically.

Sources and method

The ILO provides context on task exposure, not a prediction for any reader. Euro amounts are independently calculated illustrations.

Educational illustration only—not personal financial, tax or investment advice. Tax, salary, broker and market figures change; verify current local information before acting.