NC Global TransPark and Eastern NC's AI Readiness Gap
By Mykel Stanley, StrategixAI
Drive an hour west of New Bern and you hit Kinston. Just past the city sits the NC Global TransPark, a 2,500 acre logistics and advanced manufacturing site that has been anchoring Eastern North Carolina's industrial base for two decades. It has a runway long enough for any cargo aircraft flying today, a foreign trade zone, rail access, and a tenant list that runs from aerospace composites to defense work.
The infrastructure is the part Eastern NC got right. The AI readiness inside the plants and suppliers connected to it is the part nobody is talking about yet.
The Manufacturing Corridor Is Real
The TransPark is the centerpiece, but the corridor is wider than one site. You have aerospace work in Kinston, military-adjacent manufacturing through Havelock and Cherry Point, food and beverage processing across Lenoir and Pitt counties, and the supply base that feeds all of it.
Most of these operations are mid-market. They run on a small leadership team, a planner or two, a maintenance group that knows every machine by sound, and a workforce trained for the work the building was built to do. They benefit the most from a careful AI rollout, and they get burned the worst by a careless one.
The reason is simple. Mid-market manufacturers do not have a CIO, a data science team, and a change management function sitting on the bench. When something new comes in, it lands on the same five people who are already running production. If those five people do not understand what AI is and what it is not, the new tool will either sit unused or get blamed for the next bad quarter.
What AI Readiness Actually Looks Like in This Corridor
There is a version of AI adoption that works for an Eastern NC manufacturer. It does not start with a vendor demo. It starts with the operations leadership team being honest about three questions.
First, where does the operation already lose money to predictable problems. Unplanned downtime on a specific cell. Scrap on a specific part. Late shipments out of a specific lane. The places where the spreadsheet has a scar.
Second, what does the team currently believe about AI. Not the executives. The planners, the maintenance leads, the line supervisors. If half the floor thinks AI is going to take their job and the other half thinks it is a magic button, no pilot is going to land cleanly.
Third, what is the realistic timeline. AI literacy inside a plant is not a one hour lunch and learn. It is a structured set of conversations that gets every layer of the operation speaking the same language about what the technology can do, what it cannot, and where it fits in the daily flow.
That is the work that comes before predictive maintenance, before computer vision quality control, before AI assisted scheduling. We covered the order of operations for one of those use cases in the mid-market predictive maintenance playbook. The same pattern holds across every use case in this corridor.
Why the Region Is Built for This
A few things make Eastern NC a strong place for AI readiness work, if it is done right.
The operations are physical and measurable. You can put a number on downtime, scrap, freight, and inventory. That makes ROI honest. There is no fuzzy attribution problem the way there is in some service businesses.
The workforce is stable and disciplined. A lot of the people running these plants have military backgrounds or a generation of manufacturing experience behind them. They are not afraid of new equipment. They are tired of new equipment that was sold to leadership without anyone explaining how to actually use it. Train the team correctly and they will run with it.
The supplier and customer networks are tight. Cherry Point, Camp Lejeune, the Port of Morehead City, the Global TransPark, and the inland supply base are all within a couple hours of each other. A win in one plant gets noticed quickly. So does a failure.
The Risk of Skipping the Literacy Step
The risk in this corridor is not that AI fails to arrive. It is that it arrives faster than the workforce is ready for. A vendor sells a system to a leadership team that has been told the technology will pay for itself. The system is deployed without serious training. Six months later, the planner has reverted to the spreadsheet, the maintenance lead is overriding alerts, and the CFO has lost confidence. The next AI conversation in that building is two years out.
That is the failure mode I see most often, and it is fully avoidable. The investment in literacy is small relative to the investment in the technology. It is the difference between a pilot that scales and a pilot that gets quietly retired.
Where to Start
If you are leading operations at a manufacturer connected to the Global TransPark or anywhere in the Eastern NC corridor, the right first move is a workforce literacy assessment and a tight scope pilot. Get the team speaking the same language about AI. Pick one operational pain point with a clean number attached. Measure baseline before you start.
At StrategixAI we run this sequence with mid-market operations teams across the corridor and the country. The AI Literacy Pipeline is built for plants exactly like the ones the TransPark was designed to serve. Visit https://www.strategixagents.com/ai-training to see how the program maps to a manufacturing floor, or book a working session at https://www.strategixagents.com/consultation.
The infrastructure is here. The workforce is here. The order of operations is what is still being figured out. If this sounds like your operation, we should talk.
Mykel Stanley is a USMC veteran and founder of StrategixAI, a veteran-owned AI literacy, consulting, and automation firm based in New Bern, NC, serving mid-market operations leaders across the country.