🏭 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.
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Extreme Analysis Market Map with Threadmoat🗞️🔬 📚
Enjoyed building this with Michael Finocchiaro at Threadmoat. This is the second edition of a new series featuring market maps of engineering and manufacturing startups shaping the landscape today. For more analysis of this ecosystem and more on each of these startups, check out ThreadMoat and visit Fino’s profile! As always, let us know if we’re missing anyone!
Some Interesting Reads:
Accenture has agreed to buy a majority stake in Dragos and the entire stakes in runZero and NetRise, generating some $208M in ARR for roughly $4.175bn. How this reshapes Dragos, given its heavy reliance on managed security providers and Accenture’s rivals such as Deloitte, will be worth watching in a category that, to this observer, looks ripe for innovation. [Dragos]
Slate drove down BOM costs by focusing on traditional welding rather than stamping, and on a rear suspension design called the De Dion, dating back to the late 1800s. [Heatmap]
Cyber specialists traced the Jaguar Land Rover hack to a Russian group, with Microsoft identifying the perpetrators and alerting the carmaker. The intrusion was a $2.5B blow to the British economy and cost the company roughly $350M. [NY Times]
OpenAI and Broadcom get spicy with Jalapeno, which was co-developed from initial design to manufacturing in nine months, an extremely fast ASIC development cycle [OpenAI]
Ford rehired engineers after quality control AI fell short [Bloomberg]
Last week, Agility announced plans to go public through a SPAC, citing roughly $300m in bookings for its Digit v5 robot. It is tempting to read this as the first crack to appear in the humanoid-robotics market. [Agility]
Another Physical AI market map [Bessemer]
Another EV company conducts layoffs, a direct effect of dwindling subsidies, an opening for China's dominant EV ecosystem, and an opportunity for Mexico to develop its own EV [CNBC, Gizmodo]
Industrial M&A deal values reached a record $173 billion over the past year, with average deal sizes operating at $155 million in FY24, $288 million in FY25, and $375 million in the latest annual period. [PwC]
The much-touted helium shortage left chip-makers' margins largely unscathed because high margins let them outbid rival buyers. [WSJ]
Products & Research:
An awesome breakdown of what is working and where we are headed in AI for CFD and FEA by Mark !
Cobot launched the second iteration of Proxie, redesigning the initial version after distilling more than 500 design insights from nearly 13,000 operating hours accumulated across 28 Proxie robots in logistics, manufacturing, and healthcare. [Robot Report]
A breakdown on Geometric Deep Learning in CAE [Siemens]
![A decision tree diagram titled "How is geometry represented in machine learning?" showing a 3D bracket at the top branching into six geometry representation types: Shape descriptor, Multiview image, Voxels, and Signed distance function under the Euclidean branch; Point cloud and Mesh/Graph under the Non-Euclidean branch.](https://substackcdn.com/image/fetch/$s_!XLn9!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F993d5ab2-7081-446d-887f-e80c097002e2_648x315.png "A decision tree diagram titled "How is geometry represented in machine learning?" showing a 3D bracket at the top branching into six geometry representation types: Shape descriptor, Multiview image, Voxels, and Signed distance function under the Euclidean branch; Point cloud and Mesh/Graph under the Non-Euclidean branch.")
A deep dive with Jacomo Corbo into PhysicsX, which can now accelerate simulation for industrial engineering by between 10,000 and 100,000 times. [Intrepid Growth Partners]
Fuuz’s VS Code Extension [Fuuz]
An interesting conversation with Jim Belosic and SendCutSend [Core Memory]
Financing & Transactions 💵
HyperLight raised $80M from MediaTek
Semiconductors • Series C • USA
Isometric raised $40M from AVP
Industrial AI (Certification) • Series A • UK
Partly raised $50M from DST Global Partners
Industrial AI (Supply Chain) • Series B • USA
Copia Automation raised $26M from AE Ventures and Squadra Ventures
Industrial Automation and OT • Funding • USA
Podium Automation raised $18M from Construct Capital
Industrial Automation • Series A • USA
Planned Downtime 🧑🔧
Chip Design with MatX
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.
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.
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.
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