Why The Real Bottleneck in Physical AI Isn't the Model—It's Manufacturing
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One of the biggest challenges in scaling physical AI systems is the sheer fragmentation of the manufacturing ecosystem. A single robotic platform might draw on dozens of suppliers each with its own lead times, risk variables, and geographic constraints.
From Forecast Accuracy to Forecast Tolerance: Designing Manufacturing for Uncertainty
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Traditional manufacturing systems were designed around predictability. Long planning cycles. Fixed capacity. Optimized supply chains. In today's environment, that rigidity creates risk.
2025 Top Article - AUTOMATION IS UNLOCKING THE FUTURE OF AM SERVICES
In this article, I want to dive into the role automation plays in the approach to AM services, highlighting the benefits it delivers to customers, how it drives operational efficiency, and why it's essential for the future of this industry.
Indian Aircraft Manufacturing Company Raphe mPhibr Revolutionizes Unmanned Aerial Vehicle Innovation with Dassault Systèmes' 3DEXPERIENCE Platform
Dassault Systèmes' 3DEXPERIENCE platform helped Raphe mPhibr reduce prototype development time from years to three months. The 3DEXPERIENCE platform integrates design, simulation and collaboration, supporting in-house design and manufacturing
Rewriting the Rules of Scalable Manufacturing
The project, which fused AM-driven computational design with production-grade investment casting, successfully scaled an intricately engineered part from tens to thousands per day - all without compromising performance, cost-efficiency, or sustainability.
Securing Intellectual Property in 3D Printing: A New Era of Protection
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By decentralizing manufacturing and leveraging external service bureaus, companies can deliver products faster and tailor offerings. However, due to both its quick, cost-effective, and precise manufacturing process, 3D printing is a fine target for counterfeiting.
Additive Manufacture: In-house 3D Printing versus Outsourced 3D Printing Service
In this 3-part series of articles, we will embark on a comprehensive exploration of 3D printing / additive manufacturing (AM), where our main focus is empowering you to make informed decisions about how to engage with the technology across an ever-evolving landscape.
3D Printing Powers Wind Turbine Research At TU Berlin
On average, wind turbine blades are a massive 80 meters long. When it comes to reengineering these towering blades, no other technology offers the freedom, precision, and adaptability to scale parts quite like 3D printing.
Integrating 3d Printing Into Prototyping & Production Scenarios - an Interview With Iterate Design and Innovation
In this article, we discuss all things 3D printing with Gethin Roberts, Managing Director at ITERATE, and a 20 year plus veteran working in the rapid product development / 3D printing niche.
Unlocking the Value Potential of Additive Manufacturing
Still seen primarily as a prototyping technology, additive manufacturing is getting a boost from AI and machine learning software that can help with AM decision making.
Proving Out Metal AM for Distributed Manufacturing on a Global Scale
Network of contract manufacturers enables IMI Critical and Velo3D to print the same certified part in six locations and three different countries
Mattel Innovates the Toys of Tomorrow with MakerBot 3D Printers
Before having a 3D printer at his fingertips, Jack relied solely on the machine shop at the office to support his prototyping needs. Since other teams also utilized the machine shop, sometimes it would take days before he received his part back.
Metal Fabrication Shop Utilizes Efficient Production Method
When a client needs a prototype created quickly, longer-running fabrication jobs most likely will have to be be put on hold to make room for a rapid prototype manufacturing job.
The challenges of mass customization in manufacturing
Smart manufacturers have already been aware that mass customization can be the key to a profitable business, as it helps boost customer satisfaction and win brand loyalty.
Why Binder Jetting?
Besides being fast and capable of manufacturing complex shapes, binder jetting systems are also incredibly accurate.
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