Risk Assessment

Is Your Role Commoditizing?

AI doesn't replace people. It replaces repeatable tasks. Find out where your role sits on the automation spectrum.

Commoditization happens slowly, then all at once. If your daily workflow is built on "repackaging" existing information, you are at the highest risk of AI disruption.

The Automation Spectrum

To assess your risk, you must look at your tasks through the lens of repeatability vs. discretion.

High Risk (Repeatable)

Data entry, basic report drafting, status updates, initial research aggregation.

Medium Risk (Hybrid)

User story writing, standard PRDs, technical documentation, schedule management.

Low Risk (Discretionary)

Political navigation, strategic bets, defining risk tolerance, innovative architecture.

The AI Job Risk Assessment

How do you know if you're safe? Ask yourself three questions:

  1. Would the project fail if a random person executed my tasks using a high-quality prompt? (If no, you are replaceable).
  2. Do I own the "Why" or just the "How"? (Owning the why is your moat).
  3. Do I have shippable proof of value from the last 90 days? (If no, you are invisible).

Stop Guessing. Start Measuring.

The most dangerous thing you can do is "wait and see." Transitioning from a volume-based role to a judgment-based role takes time and a deliberate plan.

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We've analyzed 5,000+ professional tasks to build the most accurate AI Job Risk engine in the market. See where you stand in 2 minutes.

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See a sample AI Job Risk report and career roadmap.

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