Louisiana's AI Boom Isn't Just Data Centers - Here's Your Move

The headlines this summer have been about the giants: Meta’s expanded campus in Richland Parish, the Applied Digital factory near Boyce, and billions in construction spending. Those projects matter. But if you run a business in Louisiana, an LSU economist just made a point worth pinning to your wall: the biggest return on AI in this state will not come from the data centers. It will come from what small operators do with the everyday tools already sitting on their phones.

That reframing came from Dek Terrell, director of the Center for Economics, Business and Policy Research at LSU’s E.J. Ourso College of Business. His argument is straightforward. Louisiana currently ranks near the bottom nationally for AI adoption, around 44th. He does not treat that as a ceiling. He treats it as a starting line. States that adopt slowly at first can catch up fast once the tools prove themselves, and Louisiana has real assets to build on: ports, manufacturing, energy infrastructure, universities, and a deep bench of skilled trades.

Why the trades have an edge

One point stands out for operators who work with their hands. Physical work is hard to automate. A welder, an electrician, an HVAC crew, a diesel mechanic: none of that gets replaced by a chatbot. What changes is the paperwork and coordination around the physical work: quoting, scheduling, permitting notes, follow-up calls, invoicing. That is the layer where AI saves hours, and it is a layer every trade business has.

So the opportunity is not “become a tech company.” It is “keep doing your skilled work, and let software carry the clerical load that has been eating your evenings.”

The first move is an audit

The most practical advice is also the cheapest to act on. Before you buy anything, audit what is already happening inside your own shop. Odds are, some of your employees are already using AI to draft emails, summarize specs, clean up quotes, or turn messy notes into something readable. Find those pockets. Ask what is working. Then decide where a little structure would help everyone do the same thing.

This matters because many small businesses adopt AI by accident, one employee at a time, with no shared standard. An internal audit turns scattered experimenting into something you can actually manage: which tasks, which tools, what stays private, and what a customer should never see.

Judgment is the skill that still pays

The other thread in Terrell’s comments is about people, not software. As AI takes over first drafts and rough answers, the human value shifts to judgment: knowing when the output is wrong, asking a sharper question, and catching the detail a machine glossed over. That is good news for experienced operators. Years in the field are exactly the thing AI cannot fake, and they become more valuable when a tool can produce a fast, confident, and occasionally wrong answer.

It also points to where hiring goes next. LSU launched the state’s first bachelor’s degree in artificial intelligence this year, and AI coursework is moving into more classrooms. That pipeline will not just feed data centers. In a few years it feeds the applicant pool for Louisiana companies that know how to use technical talent without turning every business into a software company.

What this means this week

You do not need to wait for a state program or a grant to start. The gap between Louisiana’s current adoption ranking and the businesses already pulling ahead is mostly a gap in habit, not budget. The tools are affordable. The trades advantage is real. And the ports, plants, clinics, contractors, and construction projects driving this investment sit in the same economy your customers live in.

Here is the concrete takeaway: this week, spend thirty minutes finding out how your own team is already using AI. Do not buy a thing yet. Just map it. That single audit tells you more about your next smart move than any headline about a billion-dollar campus ever will.