Most AI shops are engineers who can't market, or marketers who can't build.

I've been looking at a lot of AI consultancy sites lately. There are roughly two patterns.

The engineering shops have a hero that says "We Build AI Solutions" in 96px Inter. The case studies are charts with axes that aren't labeled. The team page is six guys named Vikram and one designer they hired off Upwork. They will absolutely build you a working RAG pipeline. It will work for three weeks and then you'll quietly stop using it because no one explained what it was for.

The marketing shops have a hero with a soft gradient and a quote from McKinsey about how AI will add $13 trillion to the global economy by 2030. The case studies have words like "intelligent automation" and "human-centered AI." There is a chatbot on the corner of the site that opens with "Hi! I'm Aria, how can I help you transform your business today?" When you ask it a real question it loops back to "Would you like to schedule a discovery call?" They cannot ship.

The third pattern, which nobody is doing well, is a designer who can build. Someone who has spent ten years thinking about why software fails its users — and now has a tool that lets them ship the fix.

That's the gap I'm trying to sit in.

It's not really about AI. AI is just the latest material. The discipline is older: figure out what someone is actually trying to make happen, then build the smallest possible thing that makes it happen, then watch them use it and iterate until the friction is gone.

I keep meeting business owners who've been pitched by both shops and walked away frustrated. The engineering shop quoted them $80k for something they couldn't explain. The marketing shop quoted them $80k for a deck.

Half the time the actual thing they need costs $4k and ships in a week.