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Enhancing Inspection Efficiency with AI-enabled Computer Vision

SOUTHEAST Session: Manufacturers performing visual inspections on their products have historically had two options: perform the inspection manually, or program a rule-based vision system. Both of these options are slow, inflexible, and costly to maintain. However, as Graphical Processing Units (GPUs) have become more powerful, a third approach has become available: deep learning. Deep learning-based vision systems learn directly from annotated images to perform inference on images. They offer numerous advantages including rapid deployment, greater detection flexibility, and lower development and acquisition costs. They are also easily retrained and reconfigured with minimal to no programming.  As such, they represent a massive opportunity to automate quality inspection for small to medium sized manufacturers. In this presentation, we will discuss the technology that enables AI-based computer vision, the advantages they provide, use cases, and how to best implement them. Attendees will walk away with a clear understanding of where deep learning fits into their operation and how to get started with the right tools and strategy.

The Value of Digital Twins in Modern Manufacturing

SOUTHEAST Session: Digital twins are rapidly becoming a cornerstone of advanced manufacturing, enabling companies to simulate, optimize, and validate their production processes in a virtual environment before committing to physical execution. This presentation explores the value of digital twins specifically in the domains of CNC machining, robotic automation, and the broader virtual factory. In CNC machining, digital twins replicate the behavior of machines, tools, and part geometries, allowing for precise simulation of toolpaths and real-time detection of potential collisions, over-travel, and inefficiencies. By simulating the exact machine kinematics, spindle dynamics, and tool libraries, manufacturers can reduce setup times, improve part quality, and significantly lower the risk of costly rework or downtime. In robotic work cells, digital twins mirror robotic behavior, motion, and task sequences. This enables manufacturers to program, test, and optimize robot trajectories and tool interactions virtually - ensuring safety, cycle time optimization, and maximum utilization of expensive automation assets. Collision detection, reach analysis, and process synchronization can all be handled digitally before deployment on the shop floor. At the virtual factory level, digital twins provide a holistic view of the entire manufacturing environment - integrating machines, robotics, material flow, operators, and logistics into a unified simulation. This enables strategic decision-making, accurate capacity planning, and the ability to test process changes in a risk-free virtual environment. The result is greater agility, resilience, and efficiency across the entire production lifecycle. Attendees will gain insight into how digital twins reduce risk, increase productivity, and enable smarter planning across manufacturing operations. By harnessing digital twins in CNC machining, robotic systems, and factory-wide simulations, companies can accelerate their journey toward digital transformation and fully realize the promise of Industry 4.0.

Democratizing AI for Small and Mid-sized Manufacturers

SOUTHEAST Session: Job shops, mid-size machine shops, and contract manufacturers power much of the world’s production, yet they face persistent constraints: skilled labor shortages, rising complexity, and pressure to deliver faster at lower cost. While AI adoption has taken root in large enterprises, the greatest untapped potential lies with small and mid-sized manufacturers. This session will cover how practical AI solutions can compress programming time, improve productivity and reskill existing and onboard new employees and attract a new generation of talent.

Ryan Benson

Speaker at SOUTHEAST: Ryan Benson, Vice President of Security, CompassMSP

Steve George

Speaker at SOUTHEAST: Steve George, Senior Manager Product Engineering – Solid Rounds, Kennametal

Building the Data Foundation for AI Success

SOUTHEAST Session: Artificial intelligence has the potential to transform how companies operate, but too often, those investments fall short because the underlying data isn’t ready for AI. In this session, Rob Longfellow, CTO of Juxtum, will share how Juxtum helps organizations capture, clean, and integrate their data so that it works seamlessly with the AI platforms they already use. By breaking down silos, standardizing inputs, and creating scalable data pipelines, Juxtum ensures that AI delivers accurate insights, trusted recommendations, and measurable business value. Attendees will learn why strong data practices are the real key to AI success—and how Juxtum makes that possible today.

Elise Jones

Speaker at SOUTHEAST: Elise Jones, Head of Corporate Marketing, Tulip Interfaces

Rob Sims

Speaker at SOUTHEAST: Rob Sims, Founder & CTO, Alchemi Data Management, Inc.

From CUI to ROI: A DIY Guide to CMMC Compliance

SOUTHEAST Session: Understand the essential steps for achieving CMMC compliance in this essential session. Colin Gilchrist will provide a comprehensive guide for organizations looking to bridge the gap between cybersecurity requirements and business growth, ensuring a strong compliance foundation.

Susan Carlock

Speaker at SOUTHEAST: Susan Carlock, Co-Owner & Executive Vice President, Mursix Corporation & Murray Mentor, Inc.