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Leap into adaptive production

Adaptive production promises industrial systems that evolve, respond to demands, and optimize autonomously in real-time. Gain a transformative edge in constant change, without overhauling existing automation.

Read MIT technology brief

Adaptive Production: Revolutionizing U.S. Manufacturing with Automation, AI, and Digital Twins

As U.S. manufacturing tackles a variety of challenges—cost increases, supply-chain fluctuations, piles of data—a new way of operating called “adaptive production” can help drive value. Adaptive production unites cutting-edge automation, AI, and digital-twin technology to deliver a real-time response to changes, while autonomously optimizing manufacturing operations and enabling customization for specific markets. Our series of reports, created in partnership with MIT, details how American manufacturers can put adaptive production to work in a changing industrial world.

Shaping the future with adaptive production

The business of the future is adaptive

Digital twin technology optimizing glass bottle production.

Breaking past the limitations of traditional automation​

Manufacturers must grapple with supply chain disruptions, labor shortages, intensifying competition, and evolving customer expectations. While traditional automation systems have been effective in streamlining production processes, they are rigid. Leaders recognize the need for greater operational agility and responsiveness to address changing conditions. With significant capital invested in existing automation infrastructures, major overhauls are out of the question. The answer can be found in adaptive production.

Top 5 Concerns About Technology Upgrades

Source: Manufacturers Alliance Foundation study 2024

Budget

Budget constraints hindering timely upgrade

Security

Balancing security concerns with the need for technological advancements

Workforce

Limited availability of skilled workforce for emerging technologies

Compatibility

Concerns about the compatibility of existing systems with new technologies

Complexity

Managing the complexity of integrating diverse technology

How Siemens can help you leap into adaptive production

By leveraging the convergence of OT and IT, we usher in a new era of flexible, data-driven manufacturing. The feedback from the manufacturing process is used to automatically tweak parameters, resulting in faster ideation and implementation, improved operations and decision-making, and more intuitive collaboration between people.​

Our unique approach implements a unified data layer on top of your existing OT ecosystem that flows seamlessly with IT:​

  • Powered by localized data processing via edge and cloud computing​
  • Fueled with real-time data captured by sensors and IoT devices ​
  • Enhanced by AI-driven insights and machine learning for smarter decision-making ​
  • Securely managed through cloud-based vulnerability and asset management software​
  • Enabling a continuous adaptive, flexible feedback loop​​

This method prepares you to analyze, predict, control and optimize your operations in ways not previously possible. It is quick, affordable, scalable and will add years of useful life to your existing automation infrastructure.

With Siemens Xcelerator, you can accelerate digital transformation through an open platform offering easy-to-deploy solutions and access to a network of partners and consultants.

Meeting challenges right here, right now

Adaptive production tackles several key challenges by utilizing real-time data and advanced technologies. Here are some ways it addresses these challenges.

Handling supply chain issues

Adaptive production systems can quickly adapt to supply chain disruptions by modifying production schedules and sourcing alternatives. This ensures that production continues smoothly despite any delays or shortages.​

Reducing inefficiencies

By continuously monitoring and optimizing production processes, adaptive production minimizes inefficiencies. It can automatically adjust machine settings and workflows to maintain peak performance, reducing downtime and waste.​

Enhancing quality control

Adaptive production improves quality control by using real-time data to identify and correct deviations from quality standards. This ensures consistent product quality and reduces the occurrence of defects.​

Addressing labor shortages

Automation and intelligent systems enable adaptive production to mitigate labor shortages by automating human tasks, maintaining high productivity even with fewer workers.

Responding to market demand

Adaptive production allows manufacturers to quickly adjust to changes in market demand. By scaling production up or down based on real-time data, companies can better meet customer needs and avoid overproduction or stockouts.

Foundations that enable adaptive production

At the heart of our offerings is the integration of advanced technologies that pave a proven pathway to greater resilience, efficiency, and sustainability.

Technician overseeing AI-powered industrial robotics.

Industrial AI

Industrial-grade AI accelerates digital transformation at scale, helping companies achieve goals & become sustainable Digital Enterprises. Our solutions ensure robust, democratized AI, key to industrial success.

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Industrial robots assembling components with digital data integration.

Software-defined automation

Automation is moving from hardware-based automation devices to software-defined functionalities. Software-defined automation leverages software mechanisms and applies their benefits to the OT world.

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Smiling man with laptop against abstract digital background.

Digital Twin

Our comprehensive Digital Twin approach integrates the entire product lifecycle, and optionally, the factory and plant lifecycle. This enables valuable "what if" scenarios & predicting future performance, maximizing insights.

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Industrial factory interior with large machinery, pipes, and walkways in a spacious, well-lit facility

Industrial Operations X

Industrial Operations X enables a highly adaptive and people-centric production. We integrate IT and software capabilities into automation, with machine learning and data analytics built-in to increase adaptability.

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Explore use cases and solutions to achieve adaptive production

Unlock the potential of adaptive production with our tailored use cases and solution packages. From shop floor connectivity to resource optimization, discover how to seamlessly integrate advanced technologies, streamline operations, and drive efficiency. Start building a future-ready production environment today.

Factory interior with robotic arms and conveyor belts in a modern manufacturing facility

Success Stories

Spinnova

  • The challenge: Traditional fiber production has high environmental impact and lacks efficient integration of real and digital processes, as well as real-time KPI tracking.
  • The solution: Spinnova's technology reduces carbon footprint and water usage. Using Siemens Xcelerator and Industrial Edge, they integrate digital and real-word processes and enable near real-time KPI tracking.
  • Customer benefit: Customers enjoy a lower environmental impact, optimized production processes, and transparent, real-time insights into energy consumption and other KPIs.

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TRAK Machine Tools

  • The challenge: TRAK Machine Tools needed to transform itself into guide its customers into adopting new technologies and adapt to changing market demands.
  • The solution: TRAK adopted modular, flexible automation systems within its operations, retrofitted existing machines with advanced controls, and introduced robotics.
  • Customer benefits: Small manufactures are empowered to embrace change through incremental modernization, ensuring they can adapt without being overwhelmed.

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Toolcraft

  • The challenge: Toolcraft needed to transform its operations to maintain adaptability and precision in precision manufacturing.
  • The solution: Toolcraft fully integrated digital tools into every stage of its workflow, combining manufacturing expertise with robotics, additive manufacturing, and seamless digital processes. Their hybrid robotic cells handle tasks like milling and laser cladding while dynamically adjusting to new requirements.
  • Customer benefit: This transformation allows Toolcraft to meet the exacting needs of industries such as aerospace and advance equipment manufacturing, ensuring real-time adaptability and precision.

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Man in blue shirt operating large industrial machine in workshop setting
Person wearing safety glasses and hardhat in industrial setting

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Dive in

Blog | When IT goes OT

Blog | Siemens Xcelerator and Industrial Operations X: flexibility for today’s and tomorrow’s world

Blog | Digital Threads and Business Processes

Learn

  • Blog | When IT goes OT
  • Blog | Siemens Xcelerator and Industrial Operations X: flexibility for today’s and tomorrow’s world
  • Blog | Digital Threads and Business Processes

Talk to our experts

Are you ready to implement adaptive production but don’t know where to start? Do you have a unique challenge that you would like to discuss? Get connected with our digital transformation experts by completing the form.

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