An AI Sanity Checklist for Work
A simple, non-technical AI sanity checklist to help you think clearly about AI at work—what matters, what doesn’t, and where to start without overwhelm.
An AI Sanity Checklist for Work
If AI feels like a lot right now, you’re not alone. Between headlines, tools, opinions, and pressure to "keep up," it’s easy to feel behind—or unsure where to even start.
This page exists to slow that down.
It’s not a roadmap. It’s not a course. It’s a simple checkpoint you can return to whenever AI noise starts creeping into your work.
First: what actually matters (and what doesn’t)
Before tools, prompts, or workflows, a few things matter more than anything else.
What matters
being clear about the problem you’re trying to solve
knowing what a good outcome looks like
reviewing AI output instead of trusting it blindly
starting with low-risk tasks
What doesn’t (yet)
mastering tools
automating everything
learning technical details
chasing every new release
If this framing feels grounding, you’re already doing it right.
A simple AI sanity checklist
You can use this checklist anytime—before trying a tool, adopting something new, or just to reset.
Ask yourself:
Do I understand what I’m trying to accomplish?
Would a rough first draft help here?
Is this task low-risk if the output isn’t perfect?
Am I planning to review and adjust the result?
Would this reduce friction—or add complexity?
If you can answer these calmly, AI is likely to help.
Where this fits with the rest of the site
If you want to go deeper:
To understand how people actually use AI day to day, see
How Normal People Are Actually Using AI at Work
To focus on skills instead of tools, see
AI Skills Non-Technical Professionals Should Learn First
To explore practical use cases, see
Best Ways Non-Technical Professionals Can Use AI Today
This page isn’t meant to replace those. It’s meant to anchor them.
The bottom line
You don’t need to rush.
You don’t need to become technical.
You don’t need to have a plan.
You just need a way to think clearly as things change.
This checklist exists to help with that.