News · Published · By Mississippi Artificial Intelligence Network (MAIN)
New reporting from AccelerateMS examines how AI in Manufacturing Day connected research, production challenges and workforce training, with comments from Mississippi Artificial Intelligence Network leaders about applying artificial intelligence in Mississippi workplaces.
In “AI in Manufacturing Day Shows How Emerging Technology is Moving into Mississippi Workplaces,” published September 23, reporter Daniel Hawthorne focuses on the event’s practical manufacturing applications and the skills students and current workers need to use emerging technology.
Coverage centers on practical workplace use
Hawthorne reports that Dr. Kollin Napier, MAIN’s chief artificial intelligence officer, described the value of bringing researchers together with manufacturers who understand production-floor challenges. The conversation has moved from basic awareness toward questions about where AI can support work already being performed, Napier told AccelerateMS.
That emphasis reflects the structure of the September 18 program at Mississippi Gulf Coast Community College. University researchers addressed autonomous systems, industrial robotics and energy reliability. MGCCC’s Advancements in Manufacturing Upskilling program, known as AiM UP, and MAIN then connected those subjects to equipment, workforce training and a specific manufacturing demonstration.
AccelerateMS funds MAIN, which MGCCC leads, and developed AiM UP with MGCCC and Mississippi State University. MAIN is identifying those relationships because AccelerateMS is directly connected to the programs covered in its report.
A demonstration gives manufacturers a bounded example
The AccelerateMS story describes a demonstration led by MAIN AI strategist Wayne Francis. The demonstration showed how AI-supported vision technology could be incorporated into an automated quality-control process.
MAIN’s original event report documents the demonstration alongside the research sessions and the afternoon manufacturing panel. The example gave participants a concrete workflow to examine without treating a demonstration as evidence that a system is ready for production.
Teams considering a similar application still need to define the inspection task, establish data and tool rules, assign an accountable owner, require qualified human review and determine what evidence would justify continuing or stopping a pilot. MAIN’s Manufacturing AI Playbook organizes those decisions around one bounded workflow.
Workforce preparation remains part of implementation
“AI is a tool, and people need the skills to use it well.”
Dr. Kollin Napier, as quoted by AccelerateMS
AccelerateMS connects that point to preparation for both students and current employees. AiM UP provides hands-on training with robotics and advanced manufacturing equipment, while MAIN supports AI education, workforce preparation and responsible implementation pathways.
For employers, that connection matters because a useful system depends on more than technical capability. Workers also need to understand its intended task, limits, data requirements, review process and escalation path.
Read the reporting and related resources
This MAIN article summarizes and contextualizes selected portions of Hawthorne’s AccelerateMS report concerning MAIN, manufacturing applications and workforce preparation. It is not a republication and does not replace the original report.
- Read “AI in Manufacturing Day Shows How Emerging Technology is Moving into Mississippi Workplaces,” by Daniel Hawthorne, published by AccelerateMS on September 23, 2026.
- Review MAIN’s complete AI in Manufacturing Day report and event photographs.
- Explore MGCCC’s AiM UP advanced manufacturing training program.
- Use MAIN’s Manufacturing AI Playbook to plan and evaluate a bounded pilot.
- Browse MAIN’s AI resources and support for Mississippi businesses.
About MAIN
The Mississippi Artificial Intelligence Network is Mississippi’s statewide AI initiative, led by Mississippi Gulf Coast Community College and funded by AccelerateMS. MAIN connects education, workforce, government and industry partners while providing AI learning opportunities, practical resources, responsible-adoption guidance and implementation support. Learn more at mainms.org.