Automation Alley - Home Page
Category - Artificial Intelligence
Quality Management in the AI Era: Building Trust and Compliance by Design
In the AI era, quality management must embed trust, fairness, security, and compliance throughout the entire AI lifecycle—from data governance and robust testing to explainability.

Category - Artificial Intelligence
Humans & Machines: Why AI is a Workforce Multiplier, Not a Replacement
AI is helping people work faster, smarter, and more creatively, just like past technologies that helped the industry adapt and grow.

Category - 3D Printing
From Weeks to Hours: Rapid Tooling is Redefining the Injection Molding Workflow
Stratasys shows how 3D printing can create injection-molding tools faster and at lower cost, helping manufacturers move from prototype to production much quicker without waiting on traditional tooling.

Category - Big DataSupply Chain
From Design to Source: Why BOM Collaboration Is Your Next Competitive Advantage
As product complexity explodes across industries, fragmented engineering, procurement, and manufacturing workflows are turning the BOM into a bottleneck—one that AI is now uniquely positioned to break by aligning design, sourcing, and production faster and more intelligently.

Category - Artificial IntelligenceAutomation
Cosmodot’s CDOT AI Code: A Durable, No-Compromise Part Identification Solution for Industrial Traceability
Learn how CDOT AI Code’s durable part identification works even in the most complex production environments, and explore how high data capacity and resilient marking come together to reduce scrap, ensure part-level quality, and bring clarity to the harshest industrial processes.

Category - Workforce
Reliable Rides: Connecting Workers to Jobs
LEO's latest playbook shows how small, practical transportation solutions—like transit passes, vanpools, car repair assistance, and on-demand rides—can dramatically reduce absenteeism, improve retention, and expand the workforce for employers and communities.

Category - 3D Printing
How Automotive Additive Manufacturing Accelerates High-End Fabrication
Additive manufacturing is transforming high-end fabrication by enabling faster prototyping, lighter and more complex parts, and more agile, on-demand production workflows for the automotive industry.

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How Floor Robots Increase Safety and Reduce Workloads
Lyons Industries is a family-owned manufacturing company that produces over 1,000 bathtubs and showers each day. Learn how an Industry 4.0 Technology Implementation Grant helped the company jumpstart its Industry 4.0 journey with floor robots.

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How Augmented Reality Is Empowering the Disabled Community
Only about 40% of working-age people with a disability in the U.S. are employed, compared to almost 80% of non-disabled working-age people This is a large gap that has the potential to close significantly through the deployment of Industry 4.0 technologies which also decreases the stigma of hiring people with disabilities over time.

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Case Study: Markforged, SQP Engineering and Strada Percussion Drilling Systems
Using SQP’s Markforged FX20, Strada Percussion Drilling Systems created a lighter, more portable, and ergonomic tool that is rust-proof, user-friendly, and cost-effective, reducing production costs by 30% and lead time from two weeks to two days.

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Verizon and RealBotics: 5G is Coming, Robots get Ready!
Problem Robots sometimes go idle, need a restart or to be repositioned, or drop a part, which can cause production to stop and cost a manufacturer thousands of dollars per minute during an unexpected shut down. Often the solution is as simple as the robot needing the help of a human to keep working; however,

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Siemens Energy Improves Efficiency with Markforged Platform
With Siemens supporting many of the world’s highest performing compression stations, power plants, and refineries, taking a turbine offline for multiple weeks is certainly not desirable and so any process that can reduce that downtime is welcome.

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Shaping the Future of the Manufacturing Workforce
The manufacturing sector is set to produce 3.5 million new jobs over the next decade, but 2.5 million workers are on pace to retire, leaving U.S. manufacturers with a 6 million shortfall in available talent for jobs that are evolving rapidly—a double squeeze.

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Project DIAMOnD’s Successful Activation of Distributed 3D Printing Network to Assist Ukraine During Wartime Serves as Proof of Concept for a Future of Additive, Digitally Connected Supply Chains
Russia’s recent invasion of Ukraine disrupted manufacturing supply chains for many critical medical supplies. When the Ukrainian government put out an urgent request for life-saving tourniquet parts, Automation Alley, working with Markforged, activated Project DIAMOnD, the world’s largest distributed manufacturing network, to 3D print the critical supplies on demand. The experience yielded several key learnings. This case study highlights the key takeaways, which represent necessary considerations for successful deployment of any large, distributed manufacturing network, as well as the industry’s path to bringing additive’s supply chain benefits to mainstream use at scale.

Category - Thought Leaders
The Roadmap to Industry 4.0's Global Future Unveiled
Data is the foundation of Industry 4.0, but a skilled and empowered workforce will enforce this technological change. Learn the key strategies for manufacturers to take on digital transformation.

Category - Thought Leaders
Blockchain Technology Can be a Game-changer for Industry 4.0, Smart Manufacturing
Blockchain technology has moved beyond its cryptocurrency upbringing, serving forward-thinking companies in mitigating supply chain risks and enhancing cybersecurity. Though the technology shows promise, the question of blockchain regulation is a large x-factor in the discussion around its mass adoption. Regulation aside, the future is bright for the technology in Industry 4.0 and Smart Manufacturing.

Category - Thought Leaders
Recruiting Diverse Professionals in Engineering and Technology in Michigan
The field of engineering has work to do when it comes to being inclusive to all genders and races. The GameAbove College of Engineering and Technology (GACET) at Eastern Michigan University seeks to take on this challenge, providing tailor made programs for underrepresented future engineering students.

Category - Thought Leaders
Innovation at the Supplier Level for Electric Vehicle Thermal Systems and Beyond
Lasting innovation doesn’t happen when designing around existing commercial components. Tesla’s “Super Bottle,” as named by Tesla Engineers, revolutionized the way EVs could seamlessly integrate components in 2017. Today, Tesla pushes the EV industry toward designing around a new 48 volt system. This will force tier 1, tier 2 and tier 3 suppliers to redesign components, providing an opportunity in the EV market for those agile and iterative enough to compete.

Category - Thought Leaders
Ripple Effect: How Sustainability in The Construction Industry Benefits Manufacturers and Beyond
With an unprecedented amount of construction projects related to the onshoring of manufacturing in progress, U.S. manufacturers with sustainability goals should recognize lasting change starts with building green.

Category - Thought Leaders
Let’s Jumpstart Your Journey to NIST/CMMC Compliance
Identity theft happens too often, companies are losing IP to the tune of billions of dollars every year, and we as a nation are not prepared for a cyber war. Automation Alley members Mettle Ops want to make sure your company is prepared.

Category - Thought Leaders
Empower Your Business Through Automation
How can automation tools empower businesses to leverage their own data to be more efficient and profitable? Automation Alley members Clayton & McKervey offer up some solutions that utilize KPIs, dashboards, forecasting, and analytics to help give you a competitive edge.

Category - 3D PrintingIn The News
The Gap Between Hype and Reality in Additive Manufacturing
Additive manufacturing is moving beyond the hype, as smarter software, better materials, and contract manufacturers make 3D printing more scalable and accessible for small and mid-sized manufacturers.

Category - In The News
Why more and more high-tech companies are choosing to “Make It in Michigan”
US Center for Advanced Manufacturing CEO Cynthia Hutchison is featured in this article on Michigan's manufacturing growth. Michigan's manufacturing expertise, bolstered by over $1.2 billion in federal funding and a focus on semiconductors, is driving...
Category - In The News
CBS News Video: New Initiative Aims to Make 3D Printing More Accessible
Project DIAMOnD CEO Pavan Muzumdar was featured on CBS News speaking about the newly-opened Digital Transformation Center and the goals of additive manufacturing in Michigan.

Category - In The News
Building a Culture of Cyber Resilience in Manufacturing
Cynthia Hutchison, US Center for Advanced Manufacturing CEO, and Katelyn Kontny, Program Manager of the Oakland University Cybersecurity Center at Automation Alley, were quoted in this WEF playbook on cyber resilience in manufacturing. Learn more about how the Forum prioritizes cybersecurity throughout the manufacturing value chain.

Category - CybersecurityIn The News
Automation Alley to open DOE-funded Cybersecurity Center at Oakland University
Automation Alley has been awarded $2 million from the U.S. Department of Energy’s (DOE) Office of Cybersecurity, Energy Security, and Emergency Response (CESER) to create a university-based cybersecurity center in Michigan.

Category - Playbooksinnovation
Automation Alley announces 2026 Integr8 Roundtable Series focused on the technologies redefining manufacturing
Six curated roundtables will explore AI, data, automation and global manufacturing trends – with workforce transformation integrated across all topics

Category - Playbooks
The Rise of AI: Shaping Industries Through Intelligent Innovation
Dive into the future of industry with Automation Alley's Integr8 Playbook on artificial intelligence (AI). This comprehensive guide, shaped by leaders in technology, manufacturing, government, and academia, explores the transformative power of AI across sectors. Discover how AI is reshaping workflows, amplifying decision-making capabilities, and driving innovation forward. Uncover insights on navigating the dynamic landscape, embracing breakthroughs, and addressing crucial ethical considerations in the rapid evolution of AI. Join us in revolutionizing how we work, live, and create with this important resource for Industry 4.0 adoption.

Category - Playbooks
Shaping Tomorrow: Mastering Additive Manufacturing
Embark on a journey of discovery with Automation Alley's Integr8 Playbook on Additive Manufacturing, encompassing not only the transformative potential of 3D printing but also the crucial realm of design for additive manufacturing (DFAM). This playbook emerges from a dynamic roundtable discussion where leaders across sectors—technology, manufacturing, government, and academia—converged to explore how additive manufacturing is reshaping industries and necessitating a shift in workforce mindset. With recommendations tailored for industry, academia, and government, this implementation guide equips stakeholders with the insights and strategies needed to embrace the additive manufacturing revolution. Dive into this essential resource and join us in shaping the future of manufacturing.

Category - Playbooks
Navigating the Future: Global Industry 4.0 Trends Standards and Policy
Explore the diverse landscape of Industry 4.0 as nations worldwide navigate unique paths of technological evolution. Each nation contributes to the global conversation on digital transformation in its own way. Despite promising advancements, significant political and social challenges hinder global collaboration, necessitating a renewed commitment to dialogue. This Integr8 Playbook is the output of industry, academic and government collaboration, and emerges as a pivotal resource, aiming to set international standards of excellence and address ethical concerns surrounding transformative technologies. Read the full playbook for actionable insights that will help define the global landscape of technological collaboration and prosperity beyond borders.

Category - Playbooks
Future-Ready Workforce: Navigating Digital Transformation Together
Born from the insights and discussions of our esteemed roundtable participants in industry, academia and government, this workforce playbook serves as a comprehensive guide to navigating the complexities of our new digital world. In an era marked by rapid technological advancements, the workforce stands at the forefront of shaping the future of industries. As we embrace artificial intelligence, automation, IoT and other digital technologies, this playbook offers actionable recommendations aimed at empowering organizations to thrive amidst digital disruption. From strategies to upskill and reskill existing talent pools to fostering a culture of innovation, this playbook provides a roadmap for building a resilient and adaptable workforce primed for success in the digital age. It not only identifies key challenges, but also offers practical solutions and best practices gleaned from real-world experiences. By leveraging the insights contained within its pages, stakeholders across industries can gain a competitive advantage, drive operational excellence, and future-proof their businesses against the uncertainties of tomorrow.

Category - Playbooks
Diving Into the Digital Realm: Harnessing the Power of Digital Twins
Unlock the transformative potential of digital twins with our comprehensive digital twin playbook, crafted from insights shared by industry leaders in technology, manufacturing, government, and academia. Discover how digital replicas can revolutionize your operations through predictive maintenance, real-time simulations, and innovative process optimization. Gain practical implementation strategies and real-world success stories that will help you integrate this cutting-edge technology into your organization. Dive in today and lead your industry into a smarter, more efficient future.

Category - Playbooks
Creating a Secure Future: Navigating Cybersecurity Resilience
Explore the evolving cybersecurity threat landscape, proactive defense strategies, and collaborative approaches to safeguard your digital assets. From data breaches to ransomware attacks, this playbook will help businesses better understand the latest trends and best practices in securing the digital future. With insights from industry, academic and policy experts, this playbook is an implementation guide aimed at helping you stay competitive in the evolving digital world.


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Project DIAMOnD Additive Insight Exchange April 2026
Join other PD members to connect and discuss ideas...


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Project DIAMOnD Additive Insight Exchange March 2026
Join other PD members to connect and discuss ideas...

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Project DIAMOnD Additive Insight Exchange February 2026
Join other PD members to connect and discuss ideas...

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Integr8 Roundtable - Digital Defense: Cybersecurity Strategies for Small and Midsize Manufacturers
Cybersecurity for SMMs

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Integr8 Roundtable - Automation in the Real World: Aligning Supply Chain & Strategy
Automation & Supply Chain Alignment

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Automation Alley’s Trade Mission to Eurosatory 2026 in Paris, France
Participate in the leading global exhibition and conference for defense and homeland security. Join the Michigan Pavilion Automation Alley, in partnership with Michigan Economic Development Corporation (MEDC), invites Michigan companies to exhibit within our Michigan Pavilion at Eurosatory 2026, the world’s premier defense & homeland security event. With 2,000+ exhibitors from 60+ countries, 76,000+ visitors,

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Automation Alley’s Trade Mission to Automotive Meetings, Querétaro, Mexico
Join Automation Alley’s trade mission to Automotive Meetings Queretaro, a leading automotive and aerospace hub. The mission includes participation in Automotive Meetings Querétaro, a B2B matchmaking forum focused on automotive and aerospace, connecting global suppliers with buyers, OEMs, and Tier 1 procurement leaders. Automotive Meetings is the leading B2B matchmaking forum for Mexico’s automotive and

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Quality Management in the AI Era: Building Trust and Compliance by Design
When we talk about quality in AI, we're not just measuring accuracy; we're measuring trust. An AI model with 99% accuracy is useless or worse, dangerous if its decisions are biased, non-compliant, or can't be explained. For enterprises leveraging AI in critical...
AI
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From Weeks to Hours: Rapid Tooling is Redefining the Injection Molding Workflow
Like most manufacturers, injection molders contend with a variety of challenges. Managing speed, cost, and repeatable quality typically rank among the top priorities. At the heart of these challenges is the mold tool, which plays a direct role in achieving success or...
3D Printing
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SOC for Cybersecurity: Reliable Third-Party Attestation
As cyber threats become more sophisticated and pervasive, organizations must demonstrate robust cybersecurity practices to protect sensitive data and maintain stakeholder trust. Your suppliers, customers, and other stakeholders are keen to understand your...
Cybersecurity
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Industry Insights – Simply Intuitive: Redefining OT Network Management with Software-Defined Networking
In the world of operational technology (OT), network complexity has long been a stumbling block. Plant managers and engineers are tasked with keeping production running, not wrestling with VLANs, IT firewalls, or layers of IT jargon. Enter software-defined networking...
IoT
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MSU Finding Creative Uses for Soft Robots
Traditional industrial robots feature rigid and often mighty arms, performing tasks in assembly lines, material handling, and inspection with precision. They are typically fenced off to prevent injuries to workers. Safety concerns are addressed to some extent by...
Robotics
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Cosmodot’s CDOT AI Code: A Durable, No-Compromise Part Identification Solution for Industrial Traceability
In every industrial process, part traceability is essential. Without knowing where and how a component was manufactured, it's nearly impossible to perform root cause analysis, manage recalls, or implement quality control. But in manufacturing environments that involve...
Automation
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Reliable Rides: Connecting Workers to Jobs
If you’ve ever lost a good worker because they couldn’t keep a reliable ride, you’re not alone. Employers of every size are facing the same challenge. The difference? Some are taking small, smart steps to make transportation part of their retention strategy — and...
Workforce
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