A Realistic Workflow for Using AI in Professional Writing

I've been using AI writing tools almost every day for about a year now. Not to generate content wholesale — that's never worked well for the kind of writing I do — but woven into the process in places where it genuinely helps.

Here's what I've landed on, after a lot of trial and error.

Stage 1: The messy draft

I write the first draft myself, badly. Notes, fragments, whatever comes out. AI is useless at this stage because the hard work here is figuring out what I actually think, not expressing it. Models can generate sentences but they can't do the thinking.

Stage 2: Structural feedback

This is where AI earns its place. I paste in my messy draft and ask something like: "What's the core argument here, and what does the structure currently do to support or undermine it?"

The responses are hit or miss, but they're fast. Even a mediocre response makes me push back and clarify my own thinking, which is valuable on its own.

Stage 3: The second draft

I write the second draft myself again. It's better than the first because I've had to articulate the structure. The AI feedback gave me something to react to, even if I rejected most of it.

Stage 4: Line editing with AI

This is where tools like Mybe come in. The second draft is in good shape structurally but still has rough patches — places where I defaulted to filler phrases, where the rhythm got monotonous, where I said the same thing twice. Running it through a humanizer catches the mechanical stuff so I can focus my editing attention on the things that actually require judgment.

I'm not doing this to hide that I used AI. I'm doing it because catching "furthermore" and "it is worth noting that" manually is tedious, and I'd rather spend that time on the argument.

Stage 5: Final pass

Read it out loud, make it sound like me, cut anything that doesn't need to be there.

The thing I've noticed is that this workflow makes me a faster writer without making me a lazier one. The stages where you actually have to think — and those stages are most of them — don't get shortcut. The friction comes out of the mechanical bits, which is fine. Writing is already hard enough.

The trap to avoid

The trap is starting at Stage 4 — generating a draft with AI and then cleaning it up. This technically can work but the output almost always reads like it was assembled rather than written. The ideas don't build on each other the way they do when a human is working through something in real time. Readers feel this even if they can't articulate it.

Use AI to sharpen a draft that already has your thinking in it. Don't use it to replace the thinking.