You're probably using a nail gun to hang a picture frame.

Not literally.

But if you've spent time in any AI community over the past 12 months, you've heard the same thing on repeat: build agents, automate everything, make your business run while you sleep.

Good advice. For about 50% of your work.

The problem is it gets applied to everything, which makes your AI stack more expensive, more complicated, and honestly more fragile than it needs to be.

There are 3 ways to use AI in your business, and most people are using one of them way too often.

Chat + Skill: One task, one conversation, done. You're there, you direct it, you approve it. A LinkedIn post, a client email, a quick analysis. Open a conversation, apply a skill, get the output. 90 seconds. Done.

Agent + Workflow: Multiple connected tasks running in sequence, unattended. You set the trigger and walk away. The system runs at 2am while you're asleep.

Raw Prompting: Something unusual you haven't built a skill for. You think through it in real-time.

Here's how those should split across your actual work:

40% of your AI work is a simple conversation. So why are people building agent workflows for it?

A client runs weekly coaching calls. Good content, engaged members. The problem was everything after the call: pull the transcript, clean it, write a summary, extract member wins, package assets for marketing. Every week, manually, for hours.

That's an agent job. Multiple connected steps, triggered automatically when the call ends, runs overnight. The team wakes up to finished assets.

Writing a LinkedIn post about the call? Chat + Skill. 90 seconds.

The distinction sounds obvious when you say it like that. But I watch established operators build elaborate automated workflows for tasks a well-designed prompt would have handled in minutes.

The result is hours of setup time, ongoing maintenance, and a slow creeping feeling that their "AI systems" are more trouble than they're worth.

Is this one task, or multiple connected tasks? One task means open a conversation. Multiple connected tasks that need to hand off to each other means you're in agent territory.

Does this need to run without me? If you're going to be there reviewing it anyway, Chat + Skill is faster and cheaper. Agents earn their complexity when the whole point is that you aren't there.

Most tasks that feel like they need an agent fail the first question. They're single tasks dressed up as workflows because we've been trained to think complexity signals sophistication.

If your AI strategy is "use this tool," you don't have a strategy. You have a dependency.

Same thing applies to agents. "Build agents for everything" isn't a strategy. It's a complexity budget that compounds monthly.

A nail gun is an incredible tool. For the right job. You wouldn't use it to hang a picture frame.

The business owners getting the most out of AI right now know which 50% of their work should be automated and run everything else through fast, simple conversations. That 50% doesn't need orchestration. It needs a good skill and 90 seconds of your attention.

Nate Kennedy

P.S. Hit reply if there's a specific automation you're trying to decide on. I read every response and might have something already built I can send your way.