As EMS manufacturing industry restructures and AI-driven capital sheepishly moves into factories with AI agents and AI systems, the contract electronics industry – long a backbone of global hardware supply chains – is undergoing a profound shift. Once differentiated …
Read more
Tag Archives: artificial intelligence
EMS Manufacturing industry faces eroding differentiation and rising customer acquisition costs
How quantum computing can transform procurement: Must-know insights for CPOs and boardrooms
Questions to ask supply chain procurement quantum computing vendors: hardware, algorithms, scalability, integration, training…
Read more
Quantum risk modeling timeline adoption and predictions for manufacturing supply chains
Y2Q will help manufacturing supply chains create indispensable risk modeling and scenario simulations. Below, my predictions and adoption timeline.
Read more
Year-to-quantum (Y2Q) practical quantum computing applications for manufacturing supply chains
Year to quantum (Y2Q) has potential to impact numerous industries, including manufacturing, by solving complex problems faster than classical computers and enhancing supply chain robustness in several ways. AI algorithms can already assess many different supply chain weaknesses and identify …
Read more
AI Agents automate manufacturing supply chain workflows
Today’s dynamic tariff landscape is introducing new challenges in manufacturing supply chains. When tariffs are imposed they don’t just impose pricing adjustments once. Further cost and pricing impacts come when the initially tariff ‘cost’ is passed down to manufacturers …
Read more
How ETL strategy fortifies EMS manufacturing programs and protects AI supply chain profits
Build AI data lakes to optimize data-driven collaboration, safeguard planning and forecasting, and drive supply chain cost efficiencies that protect profits and grow your income Imagine getting thousands of tables and 300+ different spread sheets. Each tab for each …
Read more
Identify gaps in manufacturing supplier performance tools, systems and metrics
To identify gaps in your contract electronics supplier management tools, systems, and metrics, and to more clearly track and communicate individual outsourcing program progress and supplier performance, focus on the following processes and procedures: SEE ALSO Understanding EMS performance …
Read more
Effective request-for-quote (RFQ) process for contract electronics manufacturing
Total landed cost matters. Any significant impact on manufacturing profitability can result in many outcomes, including missing quarterly forecasts, declining stock price, layoffs, and closure.
Read more
Risks and changes to manufacturing supply chains into 2040
Lockdowns, quarantines, and the closing of international borders have emphasized diversification in global supply chains. Recently, the US National Intelligence Council released its Global Trends report, which assesses key trends and uncertainties focused on global, long-term trends and dynamics …
Read more
EMS Manufacturer value propositions, competitive dynamics and industry trends to know about
How have profit margin trends developed in the electronics manufacturing services (EMS) industry today vs 10 years ago and who are the more competitive EMS firms when comparing similar EMS providers by size, footprint, end markets served?
Read more



