If you’re an employee

Watch the activities inside your role—not only whether the role still exists.

• Expectations rise as work gets faster.
• Entry-level and support tasks begin to shrink.
• Your value is measured more by volume than judgment.

• List the activities that consume most of your week.
• Move closer to customers, decisions, accountability or execution.
• Build one credible fallback while your paycheck funds the experiment.

Pressure can arrive as stalled pay, broader duties and fewer advancement paths.

If you sell services independently

Watch what clients buy and how they judge the result.

• Clients expect more work for the same price.
• Routine deliverables become easier to compare or produce.
• Buyers ask why they need help beyond an AI tool.

• Identify a specific customer problem worth solving.
• Make your judgment, verification and accountability visible.
• Test one focused offer before changing your whole business.

If you own a business

Look at how technology changes customer expectations, costs and the value of your offer.

• Competitors deliver faster or at lower cost.
• Customers expect new capabilities.
• Routine work consumes resources that could serve customers.

• Map one important workflow and its failure points.
• Test a small improvement with clear quality checks.
• Protect customer relationships and reliable execution.

If you use gigs or side income

Measure what you keep after expenses and unpaid time, not just gross receipts.

• Rates fall or competition increases.
• Platform rules change your access to customers.
• More effort produces less usable income.

• Track time, costs and repeat demand.
• Identify one skill or customer relationship you can build.
• Test another source carefully before relying on it.

If you’re considering a change

Turn a possible new direction into a small experiment before making a major commitment.

• Who pays for this work today?
• What skills and experience do employers or customers require?
• What would it cost to become credible?

• Talk to someone doing the work.
• Try a small project and assess the result.
• Set a time and cost limit before paying for extensive retraining.

Start with the way you earn

You don’t need to fit a standard category to examine your options.

• What activities generate your income?
• Who depends on the result?
• Which parts require trust, judgment, physical presence or accountability?

• Write down your most important income-producing activities.
• Record changes you can observe rather than predictions alone.
• Choose one manageable step that improves your options.