All playbooks
Build GuideAI and JobsCareerJob Hunt

AI Task Audit: Which Parts of Your Job Change First

A 45-minute self-audit: split your job into tasks, see which ones AI already handles, which need you, and which are risky to hand over, then plan a move toward the human parts.

Genius Forges Editorial

Published · 4 min read

Jump to the guide ↓
Hands sorting sticky notes into three columns on a desk, with a laptop showing a simple table.
Designed illustration; not a photograph, chart or real data.

At a glance

  • AI usually changes some tasks in a job first, so audit tasks, not your job title.
  • Test one AI-ready task yourself, because the AI's own sorting is only an opinion.
  • Spend the next 30 days building proof in the tasks that need your judgement, trust or hands.

Why look at tasks, not your whole job

A job is a bundle of tasks. AI rarely takes the whole bundle at once. It usually takes some tasks first and leaves others.

The research points the same way. Anthropic's first Economic Index (February 2025) found that only about 36% of occupations used AI in at least a quarter of their tasks. Microsoft Research's "Working with AI" paper (2025, revised 2026) scored jobs by how many of their activities AI could help with, not by whole jobs. Stanford's Canaries dashboard (October 2026) found weaker employment trends where AI mostly automates tasks, and no clear pattern where it mostly assists.

So the useful question is: which of my tasks are changing first? This audit takes about 45 minutes.

Before you start: keep it private

Describe your tasks in general words. Do not paste customer names, internal documents, passwords, figures or anything your employer treats as confidential. "Answer customer billing questions by email" is enough. If your workplace has rules about AI tools, follow them.

Step 1 (15 minutes): list your real tasks

Write 8 to 15 tasks you do in a normal week or month. Use verbs: write, check, call, fix, plan, teach, lift, decide.

Next to each, note roughly how much of your time it takes. A guess is fine; mark it with a question mark. If you are between jobs, use a recent job or a job post you want.

Step 2 (15 minutes): sort them with AI

Paste your list into a free AI chat with this prompt. Read every line of the answer and change anything that does not match your real work.

Here is a list of my work tasks with rough time shares:
[paste tasks, one per line, no private company details]
Sort each task into one of three groups:
A = AI tools today often do this well with light checking
B = AI can help, but a person must lead and decide
C = risky or unsuitable to hand to AI (safety, trust, law,
money, physical work, private data, real relationships)
For each task give the group and one short reason. If you
do not know how this task works in my job, ask me instead of
guessing. Do not invent numbers. Mark unknown figures [?].
Answer as a table: Task | Group | Reason | Question for me.

Answer its questions, then ask it to update the table.

Step 3 (10 minutes): test one group A task

Pick one task the AI put in group A. Try it with a made-up or public example, never real private data. Then check the result like a strict manager. Is it correct? Would you sign your name under it?

This step matters. AI tools make confident mistakes, and the sorting in step 2 is only an opinion. Your own test is better evidence than the table.

Step 4 (5 minutes): move toward the human parts

Look at groups B and C. These are the tasks where your judgement, trust or hands matter most. Choose one and write down one action for the next 30 days:

  • ask to take on more of it at work
  • collect proof you do it well, such as a result, thanks from a customer, or a finished project
  • learn the next level of it through a free course or a colleague

For group A tasks, learn to do them faster with AI and to check the output. Being the person who uses the tool well is better than ignoring it.

Read the result with care

This audit is a thinking tool, not a forecast. The AI does not know your workplace, your country's rules or your industry's next five years. Exposure studies, like the IMF's 2024 estimate that almost 40% of jobs worldwide are exposed to AI, describe tasks AI could touch, not jobs that will vanish. Redo the audit every few months, because tools change quickly.

What this means for your job search

Your group B and C tasks are what employers still need people for. Put them at the top of your resume and interview stories. The free series From no replies to interviews shows how, step by step. For the wider evidence, read Will AI take your job?.

Sources

Reviewed 28 October 2026. The audit method is our own practical exercise, based on the task-level research linked here. It is not a validated assessment.

About the author

Genius Forges Editorial

Editorial team

Practical AI reporting, original exercises and clearly attributed primary sources.

Did this help you complete your task?

Tell us what needs improving. No account or private output required.

Was this useful?
Report incorrect information or a broken link

Review evidence

Documentation-based review · 2026-10-28

Practical exercise built on published task-level studies. The prompt was written for this guide; outcomes are not measured.