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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.

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.

Robert Jacobs

Speaker at SOUTHEAST: Robert Jacobs, Digital Growth Director, CliftonLarsonAllen

From Crisis to Control: Offset Impact of Taxes & Tariffs with Modern Manufacturing Business Software

SOUTHEAST Session: "From Crisis to Control: Offset Impact of Taxes & Tariffs with Modern Mfr. Business Software," explores strategies for mitigating the effects of taxes and tariffs on manufacturing businesses through the use of modern business software. It covers key financial and operational factors such as OBBA, tariffs, and technology, highlighting how these elements impact R&D credits, clean energy credits, bonus depreciation, and potential savings. The presentation also delves into the benefits of ERP software, emphasizing the need for high-quality data ingestion, cost accounting, supplier diversification, customer prioritization, and predictive analytics to enhance profitability and market share. Additionally, it provides an example of a modern ERP platform and discusses the integration of Acumatica Manufacturing ERP, which combines financials, planning, and scheduling to support diverse manufacturing strategies and deliver real-time insights. 

Reducing Energy Waste & Downtime: ​A Smarter Approach to Manufacturing Maintenance​

SOUTHEAST Session: Manufacturers face a dual challenge: reducing unplanned downtime while also addressing rising energy costs and sustainability targets. Traditional Reliability-Centered Maintenance (RCM) has focused on asset reliability and uptime, but it often overlooks the significant energy wasted when machines operate in a fault state, up to 20% more electricity. This presentation introduces Energy-Centered Maintenance (ECM) , a next-generation approach that combines predictive maintenance with energy efficiency. By monitoring key parameters of rotating equipment, ECM helps manufacturers detect early signs of inefficiency, prevent failures, and reduce greenhouse gas emissions. Attendees will see real-world case studies, including how a pharmaceutical manufacturer deployed over 140 sensors across global facilities to save 136 hours of downtime and $42,000 in excess energy usage. The session will demonstrate how ECM strategies deliver measurable ROI, improve operational excellence, and align maintenance practices with corporate sustainability goals

Fireside Chat - How a Small Fabrication Shop Started their Automation Journey

SOUTHEAST Session: Manufacturers from fabricators to assembly shops are all challenged with workforce woes, the need to boost productivity and the endless quest for quality. Knowing automation is the answer is one thing, but actually finding real success with technology investments can feel challenging and risky. How do you know what will truly bring value to the organization? How do you determine the return? And now with the hype of Artificial Intelligence (AI) seemingly on every product, how do manufacturing leaders determine the right places to invest limited time and capital budgets? In this session, we will delve into the ever-evolving landscape of automation & AI in the factory and take a look at technologies that are having a real impact today across the shop floor. Then we will stare into the crystal ball to look forward at technologies that are on the near horizon that manufacturing leaders should be keeping an eye on. Covering important topics like human-robot collaboration, automated equipment tending, data-driven insights, cobot welding, predictive maintenance, robot guided vision, bin picking, collaborative automation, quality inspections, and much more, attendees should leave this session ready to make value-creating technology investments in their business. Join us as we explore how AI is reshaping the factory floor — one algorithm at a time.

Steve George

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

Breaking the Data Bottleneck: How to Build a Scalable Machine Connectivity Strategy

SOUTHEAST Session: Are you confident that your machine monitoring solution can scale with your evolving data needs? Many manufacturers adopt IIoT solutions only to realize too late that rigid connectivity architectures limit their future growth. As manufacturing technology advances and data-driven decision-making becomes essential, off-the-shelf monitoring solutions and short-term fixes may seem convenient but often create long-term limitations. Manufacturers need a scalable, secure, and interoperable connectivity framework to maximize IIoT investments and ensure seamless data flow across their operations. At Juxtum, we help manufacturers bridge the gap between machine connectivity and actionable intelligence. In this webinar, Juxtum’s IIoT experts will uncover the most common mistakes companies make when selecting a machine monitoring platform and provide a roadmap to choosing a future-ready solution that delivers ROI while supporting long-term digital transformation.