An AI integration consultant for the whole team's setup
The hidden reason AI stays with two people is setup. If getting started takes an afternoon and a technical friend, most of the team never starts.
Setup is where adoption dies
Here's a common pattern. The one person who is good with AI builds a setup that works beautifully, on their laptop. They connect it to the team's tools. Then they try to share it.
A teammate on Windows can't get it running. Another one gets stuck on an API key. A third gets it working, then an update breaks it. Three weeks later, it's back to one person.
That's what I found at a 25-person marketing agency. The "shared" AI workspace was really one person's personal setup, and teammates on Windows couldn't run it at all.
What a proper team setup looks like
One command to get started. From a fresh laptop, Mac or Windows, to a working setup.
A health check. One command that says what's wrong in plain words, so people can fix common problems without help.
Keys handled safely. API keys get saved in the right place and never pasted into a chat.
One-command updates. Everyone stays on the same version without thinking about it.
Connected to the team's tools. At the agency, that meant the team's sheets and its database.
What happened next
Once setup stopped being the problem, the team started using AI and building on it. 22 teammates set up. 16 shared team processes. At least 5 people besides the founder contributing their own. About 10 weeks to the first share that went live with no human involved.
The workspace also got a lot simpler along the way: from 2,282 files to 414.
How I'd do it with your team
- Look at what the people who already use AI have built.
- Turn it into one setup everyone can install.
- Connect it to the tools your team works in.
- Train the team, team by team, until it sticks.
Common questions
What does an AI integration consultant do?
Connects AI to a company's tools and gets the team set up to use it, so it works the same way for everyone, not just the person who built it.
Does it work on both Mac and Windows?
It should. At the agency, one command sets up a teammate on either.
How do you handle API keys safely?
The setup saves them safely, so nobody ever pastes a key into a chat or a message.
How long until the whole team is set up?
It depends on the team size. The agency's setup was one command per person, plus training team by team.