The Tool Is the Fast Part. Getting It Right Is the Rest.

By Domenic DiNatale

I'll show you something I do in live talks. I take an AI tool, give it a prompt, and get a result in a few seconds. It looks great. Then, about four minutes later, I give the same tool a different prompt and get a result that's dramatically better.

Same tool. Same few seconds. The only thing that changed was that the second prompt asked for the right thing, and I only knew what to ask because I've built this kind of software for thirty years and I've been wrong about it enough times to know where the traps are.

That's the whole lesson in one demo. The tool is the fast part. Getting it right is the rest. And the rest is most of the value.

Why Buying Another Tool Rarely Fixes It

When something in the business hurts, the instinct is to go shopping. There's a tool for this. There's a subscription, a platform, an app with a clean landing page and a case study. So you buy it, roll it out, and six months later the pain is still there, now with a monthly charge attached.

This happens because the tool was never the bottleneck. Tools are abundant and getting cheaper and faster every month, AI most of all. What's scarce is knowing what to point the tool at, how to set it up for your actual situation, and whether the result is right. A tool hands you speed. It cannot hand you judgment, and judgment is what the hard problems need.

Think of it like this: the drill is cheap and anyone can buy one. Knowing where the holes go, how deep, and what's behind the wall: that's the part that keeps you from hitting a pipe. Nobody confuses owning a drill with knowing how to build. We confuse it constantly with software.

Speed Without Correctness Is a Liability

Here's the part that should worry you. A tool that's fast but pointed at the wrong thing doesn't just fail to help. It actively makes things worse, because it produces more of the wrong thing, faster, with a confident sheen that makes it look done.

AI has turned this dial way up. It'll generate a polished report off a flawed assumption, write a slick workflow around a broken process, or automate a step that shouldn't exist at all, and it'll do it in seconds and look great doing it. Speed amplifies whatever direction you're pointed in. If the direction is wrong, speed is the problem, not the solution. (This is why AI won't fix a broken process, it'll just run it faster.)

Correctness is slow because it's where the thinking lives: understanding the real problem, knowing which details actually matter, anticipating what breaks. You can't subscribe to that. It's the difference between a vendor who sells you a tool and a partner who's responsible for the outcome.

Tooling Gap or Something Deeper? A Quick Diagnostic

So how do you tell whether your problem is genuinely a missing tool (in which case, go buy it) or something a tool will only paper over? Ask:

• Have we tried tools for this before? If the pain survived one or two tools already, the tool isn't the issue. Something underneath is.
• Could we clearly describe what "fixed" looks like? If not, no tool will fix it, because you can't aim a tool at a target you can't name.
• Is the problem the same for everyone, or does each person do it differently? Wide variation means a process problem wearing a tooling costume. A tool will just freeze the chaos in place.
• When this breaks, is it because we lack a capability, or because we're using a capability wrong? The first is a tooling gap. The second is a judgment gap, and tools don't sell judgment.

If the honest answers point to "we've tried tools, we can't define fixed, everyone does it differently, and we're misusing what we have," then stop shopping. The thing you're missing isn't on a pricing page.

Where This Leaves AI

None of this is anti-AI. I build with these tools every day and they're genuinely remarkable at the fast part. The point is the opposite of hype: AI makes the tool cheaper and faster than ever, which makes the rest (knowing what to build and being right) the entire ballgame. When the drill is free, the only thing that matters is whether you know where the holes go.

That's the honest pitch for working with someone who's done this before, whether it's us or anyone else. You're not paying for access to tools; the tools are commodities now. You're paying for the four minutes of judgment that turned a decent result into the right one, and for someone who'll stand behind the outcome, not just the subscription.

The Takeaway

The next tool probably won't fix the thing that hurts, because the tool was never the hard part. Tools are fast and cheap and getting cheaper. What's scarce (and what actually determines whether the pain goes away) is knowing what to aim them at and whether the answer is right.

Before you buy another subscription, run the diagnostic. If you've already tried tools, can't define "fixed," and everyone does it their own way, the problem is underneath the tool, and no amount of speed will reach it. The tool is the fast part. Make sure you've got the rest.

The "rest" (figuring out what to build and getting it right) is the part we're built for. If the last tool didn't fix it, let's find out why. More on the Intellitech blog.