How to Use AI Every Workday (What Actually Stuck)
I've been running AI tools into my daily work for over a year. Here's the honest version of what stayed, what didn't, and what made the difference.

A year ago I told myself I'd build an "AI-powered morning routine." I had a whole plan. Summarize emails, generate my to-do list, brief myself on the news. Twenty minutes every morning, fully automated.
About two weeks in I stopped doing it.
Not because it didn't work. Because I never actually wanted a 20-minute briefing in the morning. I just thought I was supposed to want that.
What I actually use now is messier and more boring. But it saves me real time every week.
The stuff that stuck
First drafts of almost everything
This is the one that's changed how I work the most. I don't write first drafts anymore. I prompt Claude, get something rough, then rewrite it into my voice.
The key word is "rough." I'm not trying to get a finished product out of the AI. I'm trying to get past the blank page. It works every time.
Emails, proposals, social posts, blog outlines, response templates for common client questions. All of it starts with a prompt now. Even if I rewrite 80% of what comes back, I'm still faster than if I'd started from scratch.
Processing information I don't want to read
Long PDF. Dense contract. A 40-page report someone sent me. I used to just... not read those things, or skim them and hope nothing important was buried in the middle.
Now I paste the text into Claude and ask specific questions. "What are the key obligations in section 3?" "What's the payment timeline?" "Is there anything in here I should flag?"
I read the relevant parts myself. I just use AI to tell me which parts matter.
Writing prompts for things I do repeatedly
This took me a while to figure out, but it's been worth it. I have a small library of prompts I reuse.
Proposal summary prompt. Meeting recap prompt. Client update email prompt. Social post from a rough idea prompt.
Building these once and refining them over time is better than writing a new prompt every time from scratch. A good prompt is basically a template that thinks for you.
Research starting points
When I need to get up to speed on something fast, AI is my first stop, not Google. I ask it to explain the basics, then I go verify anything that matters with a real source.
This isn't replacing research. It's compressing the "figure out what I don't know" phase from 30 minutes to 5.
The stuff that didn't stick
I tried using AI to summarize my emails every morning. Didn't stick. My inbox is too context-dependent. A subject line tells me more than a summary most of the time.
I tried using it to help me plan my week on Sunday night. Too abstract. My actual week never looks like what I planned.
I tried using it to brainstorm ideas during meetings. Too distracting. The meeting needed my attention.
None of this is the AI's fault. It's just that I was trying to apply a tool to a problem that didn't actually need it.
The honest version of how long this takes
I don't have a designated "AI hour." I use it in small bursts throughout the day. Five minutes here, ten minutes there.
Most of the time I'm not thinking about AI at all. I'm thinking about the work. AI is just one of the tools I reach for, the same way I reach for a spreadsheet or a calendar.
That's probably the most useful reframe I can offer: stop thinking about AI as a system to implement and start thinking about it as a tool to pick up when it helps.
Where to start if you haven't built a habit yet
One thing. Pick one recurring task you do every week that you find annoying or slow. For most people it's some kind of writing. A report. A weekly update. A proposal.
Spend 20 minutes learning to prompt Claude or ChatGPT for that one thing. Get it to where the output is useful even if imperfect.
Do that for two weeks. If it saves you time, it'll stick. If it doesn't, try a different task.
The goal isn't to automate your work. The goal is to find the spots where a capable assistant can take the grunt work off your plate so you can do the parts that actually need you.
For me, that's mostly writing. For you it might be something completely different. The only way to find out is to try.
If you want help figuring out where AI could actually make a dent in your specific workflow, the AI Audit Checklist is a good starting point. It's free and takes about five minutes.
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