You can't say you're falling behind in AI, and choose the slowest way to start

August 12, 2026 · From LinkedIn

A common request I hear in AI consulting is: “Can we run the model locally?”

I understand the instinct. Privacy, control, and reliance on big technology companies are legitimate concerns.

But for most businesses, self-hosting a model before building a single useful automation is like deciding to fly yourself to Europe because you don’t trust commercial airlines.

Maybe someone gives you a private jet for free. Great.

You still need pilots, maintenance, insurance, hangar space, fuel, and a crew for when something breaks.

The jet may be free. Operating an airline is not.

That is what “running our own model” often means in practice: infrastructure, hardware, security, updates, monitoring, integrations, and people accountable for all of it.

Meanwhile, most businesses have not automated lead follow-up, customer support, reporting, or back-office work.

So why begin with the hardest version of the problem?

For $20 a month, tools like Claude Code can help you build a first working automation quickly. That is where the real discovery begins.

You learn what customers ask for, find the bottlenecks, and see where automation creates value.

🌶️ Hot take: You do not need the perfect vehicle before you take the trip.

Get to the destination first. Then decide whether you need your own jet.

Originally posted on LinkedIn.