How to Actually Get Useful Things Out of AI at Work

As much as many of us would like to think we have things under control at work, the truth is a lot of us are underwater, just dealing with whatever is in front of us and hoping the rest holds together.

So this isn't a post about how AI can help you do more. It's about using AI to take a step back, get organized, and take some of the dread out of your day to day.

Here are three ways I'm using it at work to add back the structure I need to keep things from spiraling.

Use AI as a thinking partner when you're overwhelmed

Sometimes the problem isn't that you don't know what to do. It's that everything feels equally urgent and equally heavy, and you can't figure out where to start.

Here's something I've started doing that sounds almost too simple: I open a chat session and just talk through everything I have going on. What needs to get done, when it's due, what's been sitting on my list longer than it should. No structure, no formatting -- just a brain dump.

If you use voice mode, even better. It feels more like thinking out loud than typing a to-do list.

From there, I ask AI to help me break things down into manageable pieces and figure out where to start. And here's what I've noticed: a lot of the things that felt heavy weren't actually as much work as I'd built them up to be in my head. Walking through what a task actually involves has a way of deflating it back to its actual size.

And for the things that really are big? At least now you have a plan for how to attack them instead of just dreading them.

Try this prompt

I'm going to share everything I have on my plate right now – tasks, deadlines, things I've been putting off. Don't organize anything yet, just ask me follow-up questions until you feel like you have the full picture. Then help me break it all down into a prioritized plan I can actually work from.
    

Start with documentation (I know, hear me out)

If you find yourself running the same process over and over, your first instinct might be to automate it. But if the real goal is to get it off your plate, your best move is probably to document it so someone else can do it.

This is one of the most underrated things you can do with AI at work. You already know the process. AI just helps you get it out of your head and into a format someone else can follow.

Try this prompt

I want to document one of my work processes as a standard operating procedure (SOP). I've never done this with AI before, so please guide me through it. Ask me questions one at a time to help me explain what I do, and at the end turn it into a written SOP I can share with my team. The process I want to document is: [describe your process here].
    

Why this works

It sets the destination upfront. Telling the AI you want an SOP at the end means it knows where the conversation is going and collects information accordingly.

It asks for one question at a time. This is the key move, especially if you're newer to AI. Without it, you tend to get a wall of questions all at once, which feels overwhelming and kills the conversational flow.

It names the audience. Saying "share with my team" gives the AI enough context to calibrate the tone and detail level of the final document.

Close out your week with an AI debrief

Most people skip the end of week wrap-up. There's always something more urgent pulling your attention, and reflecting on what got done feels less important than whatever is already waiting for Monday.

But skipping it is usually why Monday feels so heavy.

Here's a simple habit that takes less time than you'd think: at the end of your week, open a chat session and do a quick debrief. What got done, what didn't, what's carrying forward, and what needs your attention first thing next week.

If you're using an AI tool that's connected to your calendar and email, like Microsoft Copilot with Outlook, this gets even more useful. It can pull in context from your actual week -- meetings you had, emails you sent, things that came in -- so the debrief is grounded in what actually happened rather than what you remember happening.

Try this prompt

Help me do an end of week debrief. I'm going to tell you what I had planned, what actually got done, and what's still open. Ask me questions to make sure we capture everything, then help me put together a simple summary and a short priority list for next week.
    

The goal isn't a perfect productivity report. It's just enough structure to close the week out cleanly and start the next one with some clarity instead of chaos.

The shift that makes all of this work

None of these examples are about getting AI to do your job for you. That's actually the framing that makes AI feel frustrating and overhyped for a lot of people -- when it doesn't deliver that, they write it off.

What these examples have in common is that you're still doing the thinking. You're bringing the context, the judgment, and the decisions. AI is just helping you move faster, get unstuck, and turn what's already in your head into something you can actually use.

That's the shift. And once you make it, AI starts feeling a lot more useful.