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Predictive Analytics

Manufacturing Analytics and AI

Making Manufacturing Analytics and AI Matter

How can companies be sure to gain value from manufacturing analytics and AI projects? It turns out benefits are ubiquitous for those who have invested. Yet the Top Performers in our new survey of over 400 manufacturing respondents indicates some key differences that improve their results. Please enjoy the summary* below. For the full research,…

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  • eBooks

Julie Fraser - April 2, 2025 - Filed Under: Published Research, eBooks, Survey Results - Tagged With: ML, Analytics, Predictive Analytics, GenAI, Skills gap, Descriptive Analytics, Smart Manufacturing, Supportive Analytics, AI, Knowledge Gap

Future-Proof your Manufacturing Operations

Future-Proof Your Manufacturing Operations: Stories of the Journey to Confident Agility with AI

  Facing Skill Shortages, Intense Competition, and Supply Chain Chaos? Are You Ready to Adapt? In today’s volatile market, operational agility is no longer a luxury—it’s a necessity to future-proof your manufacturing operations. Our own researcher Julie Fraser joined a panel of experts from electronics, powder coatings, and building products for an interactive webinar on…

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  • Webinars

Julie Fraser - March 12, 2025 - Filed Under: Presentations & Videos, Webinars - Tagged With: GenAI, Industrial DataOps, Manufacturing, Analytics, Predictive Analytics, AI, Operations

Making Manufacturing Analytics and AI Matter

Making Manufacturing Analytics and AI Matter – Take the Survey

How can companies ensure their manufacturing analytics and AI projects matter? In collaboration with the Manufacturing Enterprise Solutions Association International (MESA), we are researching the current state of analytics, AI, ML, and GenAI in manufacturing and production. If you are involved in architectural design, we invite you to participate in our survey, Making Manufacturing Analytics…

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    Julie Fraser - December 9, 2024 - Filed Under: Active Research - Tagged With: KPIs, Dashboards, MESA, Descriptive Analytics, Artificial Intelligence, Autonomous Operations, Generative AI, AI/ML, Predictive Analytics, Manufacturing Analytics

    Machine Builder-Operator Collaboration

    How can machine builders improve the way they work with the companies that use their products to create more collaborative, mutually valuable relationships? This eBook explores five practical steps manufacturers can take to improve machine builder – operator collaboration and increase value for both themselves and the customers operating their machines. Please enjoy the summary…

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    • eBooks

    Jim Brown - September 13, 2023 - Filed Under: eBooks, Slideshow, Published Research - Tagged With: Servitization, SLM, Service, Machine Builder, Tips, Machine Operator, Machine Design, Guidance, As Maintained, Practical Steps, IoT, MaaS, Predictive Analytics, Machine as a Service, PLM, IIoT, EAM, PaaS, FSM, Collaboration, Analytics

    Cost of Poor Quality

    What is the Cost of Poor Quality in Your Manufacturing Environment? (guest post)

    What does Poor Quality Really Cost? Calculating the actual cost of quality problems is not straightforward. Some of the expenses are apparent, but many are not. Quality is important to customers and to business profitability. So, truly understanding the cost of quality warrants the effort. Fortunately, advanced manufacturing technologies can help analyze and understand expenses…

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    • In the News

    Julie Fraser - February 23, 2021 - Filed Under: In the News, Insights & Activity - Tagged With: Cost of Poor Quality, CoQ, Scrap, Rework, Shift Handoff, Predictive Maintenance, Advanced Manufacturing, IoT, Predictive Analytics, Machine Monitoring

    Retail Predictive Analytics Solution (Buyer’s Checklist)

    If you are a retail company, what should you look for in an analytics solution? In the retail industry, there is little room for error. Unfortunately, just a few bad seasons can put the entire business at risk. Consequently, you need to make fast decisions, identify opportunities, adapt to supply chain volatility, and more. How…

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    • Buyer's Guides

    Michelle Boucher - May 23, 2019 - Filed Under: Published Research, Buyer's Guides - Tagged With: Machine Learning, Solutions, Retail Analytics, solution selection, Criteria, Smarter Decisions, Retail, Checklist, Predictive Analytics

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