🏭 Breaking the Bottleneck is a weekly newsletter and interview series covering manufacturing technology and physical AI. Want to chat? Reach out at aditya@machinafactory.org or connect with me on LinkedIn.
This newsletter is brought to you with support from our featured partners: AMT, IMTS, Jiga, Upkeep, and Industry 4.0 Club.
Parsec launched its State of the Manufacturing Industry report, interviewing 1,200 manufacturing leaders across a variety of personas. Here are some of the highlights. [Parsec]
37% have a unified, data-driven strategy in place, but 60% are in the implementation or planning phase
72% of manufacturers have adopted AI in some form (up from 53% in 2024), with 10% at scale across their operations, 22% actively implementing, and the remainder piloting or in early use
Top AI use cases include quality control (50%), IT operations (46%), and supply chain management (45%)
(70%) have completed or are in the process of reshoring; just 12% have no plans to reshore, a significant difference from 2024, when those numbers were 33% and 38%, respectively
"Supporting long-term success will come down to two key pillars: people and technology. Leaders should invest in workforce capabilities and support upskilling wherever possible. A strong data foundation, a robust execution layer, and a focus on scaling will drive technology success
Some recommendations from Bain on scaling production in Aerospace and Defense. [Bain]
A case study on tariff efficacy with American Steel [WSJ Opinion]
Hitachi Vantara achieved a 50% reduction in inventory and a 77% reduction in order-to-ship lead times at a US storage array manufacturing site by using its internal HMAX agentic AI suite. [Blocks and Files]
The Tesla Semi Factory [Core Memory]
FedEx CEO Raj Subramanian is seeing operational flows rewrite themselves, calling the current tariff-driven trade reconfiguration the most significant shift he has witnessed in his career. [Fortune]
The nearly $1.8T in US factory investment announced since January 2025 is paired with a labor market without workers. [Manufacturing Mag]
The bottleneck in alloy forging and casting across components has caused the persistent gas turbine shortage. [WSJ]
A breakdown of automotive companies and their humanoid bets [X]
According to the IEA's Global Critical Minerals Outlook, if China's export controls are fully enforced, manufacturers in several strategic sectors could face significant supply disruptions affecting around $6.5 trillion in downstream value. [IEA]
The impact of a failing American EV ecosystem on the broader automotive industry. [NYTimes]
A great breakdown of the emerging yet massive chip ecosystem from Austin Lyons at Chipstrat.
Upkeep launched Learn, a full AI course-creation feature that builds fully tailored training material (script, slides, video, voiceover) from the customer’s actual SOPs and related material. “The companies with operational excellence are connecting their institutional knowledge with what they’re actually doing on the floor. UpKeep Learn helps teams bring training into the same system where maintenance and safety work already happens.” The company is also hosting a webinar on SOP Automation, and AI-generated training grounded in actual procedural workflows.
Autodesk announces AI features embedded across Fusion to help teams automate a series of tasks. [Autodesk]
Fulcrum launched Archie, its native AI platform, to let shop owners ask questions, build custom apps, and deploy autonomous agents. [AdvancedManufacturing.org]
Xometry launched a new AI architecture designed to improve process recommendations, pricing accuracy, and supplier matching. [Xometry]
An interview with Overview AI CEO, Christopher Van Dyke. [Vision Systems]
Walden Robots launches, combining Large Behavior Models with real-world operation to drive quicker industrial adoption. [Walden Robotics]
Archer announces Zee, an aviation-specific foundational model built on ADS-B, ATC communication, terrain, aircraft state, and weather data. [Archer]
Walden Robotics raised $300M from Toyota and Deviation Capital
Robotics and Physical AI • Seed • USA
Astromechanica raised $250M
Aerospace and Defense • Series B • USA
Senra Systems raised $65M from Lowercarbon Capital and Interlagos
Wire and Harness Manufacturing • Series B • USA
Microagi raised $55M from Hummingbird Ventures
Robotics & Physical AI • Seed • Germany
Hyperion Robotics raised $7.4M from Course Corrected
Robotics & Physical AI • Seed • Finland
World Cup Final Highlights
Breaking the Bottleneck is brought to you with support from our partners.
AMT & IMTS - The Association for Manufacturing Technology represents and promotes U.S.-based manufacturing technology and hosts the largest manufacturing technology trade show in North America, IMTS.
Ironloop - Ironloop is a modern OT/ICS software platform that delivers configuration-level intelligence, providing manufacturers with ground-truth security visibility and confidence in compliance across air-gapped networks.
Jiga - Is a platform that connects hardware teams with vetted manufacturers for custom parts. Instead of black-box instant quotes, you see exactly who’s making your parts and can talk to them directly.
Upkeep - CMMS Software helping maintenance teams manage work orders, assets, and preventive tasks efficiently from any device.
Industry 4.0 Club - Leading cross-functional group accelerating the adoption of Industry 4.0, delivering better experiences to consumers, better profits to manufacturers, and better jobs to factory workers.
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