AI Agents Automate Manufacturing Supply Chain Workflows & Create Opportunity Industry 4.0 produced disappointing results. System-to-system AI agents are the final frontier for manufacturers to achieve real, large-scale cost reductions and savings.
Paid-members only Request-for-Quote (RFQ) Checklist to Uncover EMS Factory Program Costs and Prepare for Contract Negotiations Below I identify the RFQ items in a checklist for monitoring when preparing quote package for EMS manufacturers to quote price your program. Included is information for defensive posturing before starting contract negotiations for EMS services and fees.
Mad Rush to Create Technology Manufacturing Ecosystems to Attract Income and Tax Receipts As Trump tariffs take shape and nations begin erecting trade barriers many manufacturers wanting to access the US market economy are tariff-hopping for competitive supply chain positioning. The US will become the primary creditor nation on the world stage. I also believe this will continue into 2027 while more M&
Paid-members only Cost Modeling Electronic Contract Manufacturer Program Quote Pricing of Fees and Services In this post I outline pricing inputs used in EMS manufacturing industry when EMS companies quote price OEM customer programs during the request-for-quote (RFQ) engagement phase. Information is based on years of working in, setting up, and managing EMS factories, divisions, companies and is supported by experience with various client
Hyperscalers - MZ Weekly Thread for February 24, 2025 Trump tariffs and incentives are shaping North American manufacturing capacity with focus on US domestic production. So far, US markets most likely to be impacted include semiconductors, consumer electronics (including components), automotive electronics, and equipment used in broadband and telecommunications industry. AI is part of Trump's America First
AI Agents: MZ Weekly Thread for February 17, 2025 Agentic AI in manufacturing supply chains: Very soon you will see a mad rush by manufacturers to add as much AI as possible. This week I discuss AI vendors and challenges creating and implementing effective, task-specific AI agents.
MZ Weekly Thread for February 10, 2025 Chart, graphs and links on inflation, jobs growth, cloud data centers and hyperscalers revenue and growth forecasts, U.S. trading partners, China electronics tariffs, global manufacturing value-add, U.S. jobs growth, Australian export partners and more.
MZ Weekly Thread for February 3, 2025 Impact of Trump tariffs on Mexico and Canada, foreign manufacturer tariff-hopping, U.S. state-by-state export partners highlighting strategic relationships across borders and overseas, foreign currencies.
MZ Weekly Thread for January 27, 2025 Thumb on the pulse read: Affluent U.S. consumer showing economic strength. Consumer spending reported by American Express up 9% year-over-year. Up 11% for travel and entertainment (T&E). Monetary Matters host Jack Farley on X says, "it's definitely a lot worse for consumers in the
Paid-members only Building Robust Drone Manufacturing and Supply Chain Capabilities in the USA Avoid drone design and production issues while saving time and money whether you build in-house or source EMS manufacturing services. Includes multiple links to support articles and resources that help vendors and suppliers become more proficient solving problems facing drone manufacturers.
MZ Weekly Thread for January 20, 2025 According to the Peterson Institute on X @PIIE, if Trump imposes 25% tariffs on Canada and Mexico you can see below where the largest impacted categories would likely be, including transportation equipment and machinery, as well as electronics, other manufacturing segments. Also included this week is country-of-origin components for drone
MZ Weekly Thread for January 13, 2025 Manufacturing services and trends, China trade, ISM figures, payrolls, German economy, tariffs and more.
MZ Weekly Thread for January 6, 2025 Each Monday I publish a short thread of stories, charts and graphs I find interesting and I send it to all subscribers of my newsletter. Sometimes I add comments or my opinion. If you also find this post interesting please share it with others.
MZ Weekly Thread for January 3, 2025 I publish a short thread of stories and data points I find interesting. We’ve identified the next big arenas of competition that will drive economic growth in the new era. These 18 arenas could reshape the global economy, generating $29 trillion to $48 trillion in revenues by 2040. https:
Manufacturing Product Change Notification (PCN) Features for AI and SaaS Product Managers The feature is the product. Asking the right questions helps PCN product teams identify solutions that meet manufacturer expectations. Good product managers understand target market needs and can communicate those requirements to technical engineers in house who then build solutions. According to Brian Chesky, cofounder and CEO of Airbnb, building
Deflation Ahead for EU and European Manufacturing Supply Chains Here's what I see happening in Europe, particularly Germany, and what manufacturers and European supply chains are facing. Includes charts and graphs.
Special Preview: Why Some EMS Manufacturers Grow Faster Than Others Understanding the EMS manufacturing sales process offers several benefits to buyers of EMS services while encouraging EMS providers to improve performance to meet customer expectations for better OEM-EMS relationships.
Paid-members only EMS Manufacturer Deal Flow: Why Some EMS Manufacturers Grow Faster Than Others EMS sales and marketing activity remains integral to drive new business customers despite EMS CEOs wanting to create more value-add and stickier customer relationships. Includes detailed EMS industry marketing and sales cycle info, challenges and solutions.
Paid-members only Template to Manage NRE & PPV Costs in New Product Launch EMS Manufacturing Programs Template categories include program tooling, engineering development, testing and includes proof of concept, various validations value-add, and more for your hardware and equipment product programs in EMS manufacturing factories.
Questions to Guide EMS Manufacturer Supplier Development, Accountability and Supply Chain Visibility Below are some questions asked by OEMs during recent costing labs. Labs accompany training for clients using my costing modeler which determine internal EMS factory program cost vs quote pricing presented to OEM customers. Modelers help OEMs during contract negotiations for fees paid to EMS providers. My modelers also identify
Comparing Services for Contract Electronic EMS Manufacturers, CM, CEM, ECM, ODM, JDM Providers and Product Design Houses The design and manufacture of electronic hardware equipment products is divided into two primary camps: OEM brand companies and contract electronic solutions providers. This article outlines the electronics OEM brand company business model. I then compare it to the different types of business models in contract electronics solutions industry. I
Port Strike! USMX Maritime Logistics vs Touch Fees Paid to IRL as Manufacturing Supply Chains Suffer At 12:01 on Tuesday October 1, 2024 tens of thousands of dockworkers with the International Longshoremen's Association (ILA) acted on their threat to strike. "USMX brought on this strike when they decided to hold firm to foreign-owned ocean carriers earning billion-dollar profits at United States ports,
Microprocessors Drive Electrical Product Design Decisions But Inadequate Industrial Search Engines Prevent Cost Efficiency Electronics design teams still routinely face one key problem evading the industrial search engine platforms that EEs, designers and hardware equipment companies tend to rely on for success.
Buyers, Sales, Income: Vertical Markets in Electronic Industry Supply Chains - August 2024 Below are some recent thoughts and opinions on what I'm seeing in industry based on client work and feedback from discussions with electronics hardware and equipment manufacturers and investors. For equipment manufacturers in the range of $250 million to $10 billion income, many of these hardware manufacturers are
Setting Reasonable Expectations for the Use of AI in Manufacturing Supply Chains: A Discussion with Attorney Peter Loh Peter talks about AI projects in manufacturing supply chains to effectively forecasting market demands, procuring proper volume of materials and supplies, managing budget planning and more.