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UNITED GRINDING Presents A World Premiere At EMO 2021

UNITED GRINDING Presents a World Premiere at EMO 2021

The UNITED GRINDING Group, a manufacturer of precision machines for grinding, eroding, lasering, measuring, and combination machining, is presenting a revolutionary innovation at EMO 2021 in Milan: UNITED GRINDING C.O.R.E. Each of the Group’s brands – MÄGERLE, BLOHM, JUNG, STUDER, SCHAUDT, MIKROSA, WALTER, EWAG and IRPD – will be on hand to see the innovation presented to the public on the first day of the trade fair (October 4, 2021 at noon local time).

No details about C.O.R.E. are being divulged ahead of the official market launch. Stephan Nell, CEO of the UNITED GRINDING Group, is only willing to reveal this much: “We have invested unwaveringly in research and development both before and during the coronavirus pandemic, to secure the future – not just for us, but above all for our customers. And when we talk about the future, it is inseparably linked to digitalization today and with an increasing work simplification in production.” In this connection, C.O.R.E. is intended to put the focus back on people – and in a truly revolutionary way. The brand name says it all: C.O.R.E. – Customer Oriented REvolution.

Experts from each of the Group’s three technology areas – surface and profile grinding, cylindrical grinding, and tool machining – worked within a joint team on this groundbreaking development. “This project reflects our bundled development expertise,” explains Christoph Plüss, CTO of the UNITED GRINDING Group. “Through C.O.R.E., we are laying the foundations for a new generation of machine tools to pave the way into the digital age.” The result is a world-first that encompasses all of the Group’s brands and machine types.

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ZEISS Applies Artificial Intelligence To 3D X-ray Microscope Reconstruction Technologies

ZEISS Applies Artificial Intelligence to 3D X-ray Microscope Reconstruction Technologies

Two new reconstruction technologies that was introduced by ZEISS use Artificial Intelligence (AI) to improve data collection and analysis, and speed up decision-making. ZEISS DeepRecon Pro and ZEISS PhaseEvolve modules increase throughput by up to 10x while producing better than ever image quality. They’re designed for research fields including geosciences, pharmaceuticals, electronics, battery and engineering materials as well as for semiconductor failure analysis.

ZEISS PhaseEvolve is a post-processing reconstruction algorithm that enhances the image contrast by revealing the material contrast uniquely inherent to X-ray microscopy, often overprinted by phase effects in low-medium density samples or in high-resolution imaging.

The Advanced Reconstruction Toolkit (ART) on ZEISS Xradia 3D X-ray platforms gives researchers continuous access to the latest technologies for reconstruction, providing flexible workflow strategies as their imaging needs evolve. The toolbox is based on advancing reconstruction technologies beyond the typical “filtered back projection” or Feldkamp-Davis-Kress (FDK) algorithms. It enables acquisition and analysis with even fewer projections, reducing scan times by up to 10x, depending on the sample type and size, thus saving a considerable amount of time. These developments offer real benefits to professionals in academic R&D, high technology industry R&D, and industrial quality control & failure analysis laboratories as well as to university shared (core) facilities and mining/oil exploration (economic GEO) test labs.

ZEISS DeepRecon Pro

The DeepRecon AI-based technology is in two forms: ZEISS DeepRecon Pro and ZEISS DeepRecon Custom. Both modules provide improved image quality at high speed. DeepRecon Pro is a reconstruction technology that provides up to 10x higher throughput along with image quality benefits across a diverse set of sample types. It is applicable to unique samples as well as to semi-repetitive and repetitive workflows. Users can now train new machine learning network models themselves, working on-site with an easy-to-use interface.

ZEISS DeepRecon Custom is targeted specifically at repetitive workflow applications. ZEISS collaborates closely with users to develop custom-created network models that fit their repetitive application needs precisely.

ZEISS PhaseEvolve

The PhaseEvolve is a post-processing reconstruction algorithm that enhances the image contrast by revealing the material contrast uniquely inherent to X-ray microscopy, often overprinted by phase effects in low-medium density samples or in high-resolution imaging. This new module allows users to conduct more accurate quantitative analyses with improved contrast and segmentation of results.

Dr. Markus Ohl, Department of Earth Sciences, Utrecht University (The Netherlands) was one of the first users of ART. He says: “ZEISS DeepRecon Pro provides a straightforward, uncomplicated and powerful application of AI and deep neural network technology for enhancing X-ray tomography results without prior knowledge on deep learning technology.”

Both ZEISS DeepRecon Pro and ZEISS PhaseEvolve modules offer greatly improved image quality for many applications – typically 3D non-destructive sub-µm resolution imaging and 4D in situ studies. The traditional challenge of choosing between either image quality or sample throughput has been resolved with these new capabilities.

ZEISS ART with the optional DeepRecon and PhaseEvolve modules is available for immediate upgrade on existing ZEISS Xradia Versa and Context microscopes, enhancing the capability of installed systems as well as on new ZEISS Xradia X-ray microscopes.

 

 

GM Will Boost EV And AV Investments To $35 Billion Through 2025

GM Will Boost EV And AV Investments To $35 Billion Through 2025

General Motors Co. (NYSE: GM) will increase its EV and AV investments from 2020 through 2025 to $35 billion, representing a 75 percent increase from its initial commitment announced prior to the pandemic.

The company’s enhanced commitment will accelerate its transformative strategy to become the market leader in EVs in North America; the global leader in battery and fuel cell technology through its Ultium battery platform and HYDROTEC fuel cells; and through Cruise, be the first to safely commercialise self-driving technology at scale.

“We are investing aggressively in a comprehensive and highly-integrated plan to make sure that GM leads in all aspects of the transformation to a more sustainable future,” said GM Chair and CEO Mary Barra. “GM is targeting annual global EV sales of more than 1 million by 2025, and we are increasing our investment to scale faster because we see momentum building in the United States for electrification, along with customer demand for our product portfolio.”

GM first shared its vision of a world with zero crashes, zero emissions and zero congestion nearly four years ago. Key factors changing the landscape include strong public reaction to the GMC HUMMER EV and HUMMER EV SUV, the Cadillac LYRIQ and the Chevrolet Silverado electric pickup; GM and dealer investments in the EV customer experience; public and private investment in EV charging infrastructure; and the global policy environment.

“There is a strong and growing conviction among our employees, customers, dealers, suppliers, unions and investors, as well as policymakers, that electric vehicles and self-driving technology are the keys to a cleaner, safer world for all,” Barra said.

Today’s announcement builds on GM’s initial commitment announced in March 2020 to invest $20 billion from 2020 through 2025, including capital, engineering expenses and other development costs, to accelerate its transition to EVs and AVs. In November 2020, the company increased its planned investment over the same period to $27 billion.

GM’s additional investments and new collaborations are far-reaching and designed to create even greater competitive advantages for the company. They include:

  • Accelerating Ultium battery cell production in the United States: GM is accelerating plans to build two new battery cell manufacturing plants in the United States by mid-decade to complement the Ultium Cells LLC plants under construction in Tennessee and Ohio. Further details about these new U.S. plants, including the locations, will be announced at a later date.
  • Commercialising U.S.-made Ultium batteries and HYDROTEC fuel cells: In addition to collaborating with Honda to build two EVs using Ultium technology – one SUV for the Honda brand and one for the Acura brand – GM announced June 15 it has signed a memorandum of understanding to supply Ultium batteries and HYDROTEC fuel cells to Wabtec Corporation, which is developing the world’s first 100 percent battery-powered locomotive.
  • Expanding and accelerating the rollout of EVs for retail and fleet customers: In November 2020, GM announced it would deliver 30 new EVs by 2025 globally, with two-thirds available in North America. Through the additional investments announced today, GM will add to its North America plan new electric commercial trucks and other products that will take advantage of the creative design opportunities and flexibility enabled by the Ultium Platform.  In addition, GM will add additional U.S. assembly capacity for EV SUVs. Details will be announced at a later date.
  • Safely deploying self-driving technology at scale: Cruise, GM’s majority-owned subsidiary, recently became the first company to receive permission from regulators in California to provide a driverless AV passenger service to the public. Cruise also was recently selected as the exclusive provider of AV rideshare services to the city of Dubai and is working with Honda to begin development of an AV testing program in Japan. In addition, GM Financial will provide a multi-year, $5 billion credit facility for Cruise to scale its Cruise Origin fleet. Developed through a partnership between GM, Honda and Cruise, the Cruise Origin will be built at GM’s Factory ZERO Detroit-Hamtramck Assembly Center starting in early 2023.

 

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More Than Half Manufacturers Are Boosting Their Sustainability Agenda With Technology

More Than Half Manufacturers Are Boosting Their Sustainability Agenda With Technology

Manufacturing organizations are setting ambitious sustainability targets for the coming decade with 20 percent aiming for carbon-neutral operations and two in five (40 percent) setting their sights on 100 percent renewable operations by 2030. This is according to a new report from the Capgemini Research Institute entitled, Sustainable operations: A comprehensive guide for manufacturers, which reveals that only 51 percent of manufacturing organizations globally are aiming to align with the temperature contribution target of the Paris Agreement. Within this cohort, Germany (68 percent) and France (67 percent) are leading the pack with respect to their manufacturers being on track to achieve the targets.

The report also reveals that manufacturers are boosting their sustainability agenda with technology, as more than half (56 percent) of organizations are currently prioritising the deployment of digital technologies for sustainability.

According to the report, strong progress in sustainable manufacturing is helping organizations realise the benefits of sustainability initiatives. 89 percent of organizations implementing sustainability initiatives see an enhanced brand reputation and 81 percent noted an improved environmental, social and governance (ESG) rating of their company. 79 percent achieved improved efficiency and productivity and more than half reduced packaging costs and boosted employee motivation levels. The report also finds that 9 in 10 organizations have seen a reduction in waste (98 percent) and greenhouse gas emissions (94 percent) as a result of implementing sustainability practices — both of which are top priorities  for manufacturers.

However, despite high ambitions, only a few are on track to becoming sustainable manufacturers. According to the report, the manufacturing sector lacks a comprehensive focus on sustainability, and the maturity of sustainability practices remains low: only 10 percent of organizations employ a holistic approach to sustainable manufacturing. Across industries, consumer products is the most sustainable sector (15 percent), followed by industrial and capital goods (11 percent) and automotive (10 percent). Furthermore, only 11 percent of sustainability initiatives are actively being scaled across organizations and just one in five agree that sustainability is fully integrated into their manufacturing strategy. While 38 percent of organizations are prioritizing Scope 1 emissions (direct emissions that the organization owns or controls), even fewer are focusing on Scope 2 (indirect emissions such as generating the electricity used by the organization) and Scope 3 (all other indirect emissions that occur in a company’s value chain), neglecting other carbon drivers beyond internal processes.

“There is a paradox in the fact that only 11 percent of green sustainability initiatives are actively being scaled across organizations, while the benefits realised by companies adopting sustainability initiatives are huge,” comments Corinne Jouanny, Chief Innovation Scaling Officer at Capgemini Engineering.

“Technologies and data are critical to accelerating the sustainability agenda. We’re seeing growing investments in digital technologies by manufacturers who are forming partnerships with established technology firms and startups to further develop their sustainable solutions. This is leading organizations to a full range of opportunities to reconcile profitable growth and sustainability.”

Addressing the barriers to success

Less than one in three manufacturing organizations have alignment between sustainability executives and business executives on their sustainability priorities.

According to the report, manufacturers need to go beyond existing lean and green practices – reduce, reuse, recycle – to a more comprehensive approach, one that incorporates recover, redesign and remanufacture. While most organizations focus on direct emissions to achieve their carbon-neutrality goal, much of the carbon footprint for manufacturers lies within the indirect emissions of their organization, and that of their value chain.

 

 

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New Opportunities For Aerospace With DED 3D Printing Technology

New Opportunities For Aerospace With DED 3D Printing Technology

5-axis DED 3D printing is opening new possibilities and finding its own niche in the manufacturing industries. ModuleWorks deep dives into its software technology and the applications. 

Directed Energy Deposition (DED) refers to any additive manufacturing process that uses a focused energy source, such as a plasma arc, laser or electron beam to melt and deposit material from a nozzle onto a surface. 

5-axis DED technology is opening new possibilities and finding its own niche in the manufacturing industries. The aerospace industry, for example, relies on DED for cost-effective repair of moulds and turbine blades, and tool makers use DED for manufacturing and repairing sheet metal forming tools. 

Here, ModuleWorks provides an insight into the software technology (toolpath generation, simulation and post processing) that is making DED an increasingly attractive manufacturing option and shares how the technology opens new production possibilities.

Understanding the Software Technology

Multi-Axis Tool Path Generation

Like other CAM techniques, DED uses sophisticated tool path calculation algorithms to generate efficient, collision-free machining operations from the initial CAD or mesh data. Taking a free-form machining surface as input, the volume is generated and divided into 3D slices according to the desired layer thickness. Tool paths within the layers are generated using path patterns which can be defined by path curves, intersections of guide surfaces or by automatically generated center axes. 

Propagation of the weld pool layers can be controlled by various sorting parameters. Further parameters optimise the tool path accuracy, point distribution and orientation of the laser head [CIRP Vol. 68/1, 2019, pp. 447 – 450]. The combination of the individual additive paths and the layers is automatically collision-free.

Additional features assist operators with both complex and everyday manufacturing tasks:

  • Path planning on scanned data
  • Orientation along wall structures to print areas with large overhangs
  • Fixed 6th axis to keep the orientation of the nozzle in the direction of movement for WAAM applications
  • Buildup of arbitrary curved shapes such as tube geometries

DED tool path generation software combines these features and takes the operator-defined parameters to automatically generate an additive toolpath optimised for DED manufacturing.

 

Multi-Axis Additive Simulation

Machine simulation is essential for catching collisions and other potential machining problems that would otherwise halt production and require operators to adjust the machining process (e.g. to redefine the workpiece zero point or reset the machine modules). Using an integrated machine simulation prevents this expensive downtime by detecting and avoiding collisions before they occur. Collisions between the part and print head, as well as printing errors, can be predicted and avoided.

DED simulation allows operators to define the shape of the tool (powder nozzle, laser) for each simulation job, and the operator-defined test points ensure a robust in-process model for the machine simulation which can be used for subsequent simulation steps. The simulation also checks for collisions between machine components, clamping devices and the in-process state of the workpiece.

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Manufacturing Sector Maintains Growth Trajectory Amid Challenging Market Conditions

Manufacturing Sector Maintains Growth Trajectory Amid Challenging Market Conditions

Manufacturing business growth has continued to rise over the past year, but at a much slower rate than the previous 12 months. Despite challenging market conditions and the difficulty in recruiting and retaining skilled staff, there has been a marginal one percent rise in the number of businesses reporting growth. These findings are survey results unveiled today from the annual Global Growth Index by Epicor Software Corporation—a global provider of industry-specific enterprise software to promote business growth.

For those companies who have experienced growth, maintaining it hasn’t been easy over the past year. Fifty-three percent admit it has been challenging, whilst a fifth (23 percent) have found it stressful. Thirty-five percent of businesses cite market conditions as having a negative impact on growth, and 32 percent feel that staff skills and experience have also played a detrimental part in maintaining growth.

Political volatility and uncertainty also continue to be a common cause for concern across the globe. Fifty-five percent of respondents cited the China-US trade dispute as likely to have a negative impact on future business growth. A quarter of businesses (26 percent) stated that the uncertainty surrounding Brexit is also still a big threat.

“The manufacturing industry plays an integral role in our global economy and people forget that it is responsible for delivering important products we use every day,” said Epicor CEO, Steve Murphy. “As such, the health of the manufacturing industry is something we should all be concerned about. While it’s good news to see that growth in this industry is still taking place, we need to keep a close eye on what factors are contributing to this growth and what factors are causing a lag. The information in the Global Growth Index empowers businesses so they can make strategic plans that will best position them for the future.”

The table below shows the Global Growth Index results for 2019 across six key indicators, compared with figures from 2018 and 2017. Percentages represent the median average number of businesses that have reported growth in each of the key growth metrics.

 

Growth performance indicator% reporting growth
201720182019
Sales/turnover657065
Profits646867
Product range616563
Exports and overseas sales495052
Workforce/headcount484854
Geographic coverage514953
Average % recorded across all six attributes565859
Index (year one=base 100)100.0103.7104.7

 

“Investing in the right technology, such as enterprise resource planning (ERP) solutions, can help businesses better plan for change by improving visibility and insights into current operational workflows. This can help alleviate stress and enable people to deal with challenges more effectively, by providing the flexibility, agility, and adaptability needed to respond to market conditions and customer demands. Technology can also have a positive influence on other factors including work ethic and staff recruitment and retention,” concluded Reid Paquin, research director, IDC.

 

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The Economic Times Recognises Marposs India As One Of The Best Brands In Metal Cutting For 2018

The Economic Times Recognises Marposs India As One Of The Best Brands In Metal Cutting For 2018

The Metal Cutting Industry is central for the growth and development of the Indian manufacturing Sector because it includes several segments from machine tools to cutting tools, from saw blades to laser machines, from plasma cutters to water jet cutters, from accessories and metrology equipment to lubricants and everything in between.

The Economic Times, through its Best Brands awards series, endeavors to highlight brands that have gained customers’ confidence and maintained their positions. And to be a part of ‘The Economic Times Best Brands in Metal Cutting Industry 2018 Initiative’, companies will have to fulfill several criteria such as having considerable presence both across the country and in the international market. Additionally, they should also be focused on Innovation, Technology and Service, as well as possess positive and consistent business performance.

Thus, it is with these considerations in mind that the Economic Times has awarded Marposs India as one of the Best Metal Cutting Brands in 2018 in the category of “Metrology Solutions”.

The event took place on September 21 at Le Meridien, in Bangalore, India, and the award was collected by Mr. Sood, General Manager of Marposs India.

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Siemens Honours 2018 Industry Innovations

Siemens Honours 2018 Industry Innovations

Siemens has honoured 12 resourceful researchers as Inventors of the Year 2018. Together, these global scientists are responsible for some 590 inventions and 589 individual patents. Two of the inventors are from Germany, three from Austria and one each from Norway, France, Poland, Mexico, China, India and the United States. Their inventions range from new software that revolutionise component design with 3D printing to an ingenious window coating that significantly improves the reception of cellular communication signals in trains.

“Our inventors share the aspiration of enabling progress in technology and society, helping to make real what matters and creating value for customers and all our stakeholders,” said Roland Busch, Chief Technology Officer and Chief Operating Officer of Siemens AG. “That’s the purpose of Siemens. And our inventors live this purpose.” Every year since 1995, Siemens has been presenting the Inventor of the Year Award to its outstanding researchers and developers, whose inventions have made major contributions to the company’s strong performance. Since 2016, the award has also been presented to researchers from outside the company.

In fiscal 2018, Siemens filed around 3,850 patents worldwide – an increase of 200 patents over the previous year. Worldwide, Siemens holds about 65,000 patents. In fiscal 2018, Siemens employees submitted about 7,300 invention disclosures. On a basis of 220 workdays during the year, this figure corresponds to about 33 inventions per day.

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Hypertherm Launches Venture Capital Arm For Advanced Manufacturing Technology

Hypertherm Launches Venture Capital Arm For Advanced Manufacturing Technology

Hypertherm, has announced the formation of Hypertherm Ventures, a new corporate venture capital (CVC) arm, to foster greater interaction with the technology venture community.

Encompassed by a goal of helping advanced manufacturing deliver positive change to the world, Hypertherm Ventures is seeking partnerships with universities, startups, entrepreneurs, and early stage companies to commercialise advanced manufacturing technologies in strategic interest areas. Those areas include industrial cutting, welding, and thermal processing; robotics and automation; machine learning and augmented intelligence; industrial Internet of Things; additive manufacturing /3D printing and nanotechnology.

“Just as we began 50 years ago with an invention that made plasma cutting commercially viable for the first time ever, we look forward to supporting other entrepreneurs as they work to bring their inventions to life,” said Nathan Pascarella, Hypertherm Ventures’ business development manager. “If you are an entrepreneur or leading an early stage company in advanced manufacturing within our strategic interest areas, Hypertherm Ventures would love to hear more about you and your business.”

Hypertherm believes its experienced leadership team, combined with a wide range of advanced manufacturing process experts proficient in lean, Six-Sigma, and similar methodologies will benefit entrepreneurs and early stage companies. In addition, Hypertherm can support venture partners through its expertise with advanced technology development, engineering, complex supply chain management, global service and distribution networks, as well as a track record of marketing and selling new products.

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Tenfold Increase In Number Of “Intelligent” APAC Enterprises Since 2017

Tenfold Increase In Number of “Intelligent” APAC Enterprises Since 2017

SINGAPORE: Zebra Technologies Corporation has announced the results of its second annual “Intelligent Enterprise Index.” which is a global survey that measures where companies are on the journey to becoming an “intelligent enterprise” – one that connects the physical and digital worlds to drive innovation through real-time guidance, data-powered environments and collaborative mobile workflows.

By scoring more than 75 points on the overall Index, the number of companies globally defined as an “intelligent enterprise” doubled to 10 percent in 2018. In Asia-Pacific, there was a spike in the number of companies that were rated as truly “intelligent” – moving up by 20 percentage to 22 percent this year. The average Asia-Pacific score increased from 49 points in 2017 to 63 points in 2018, underscoring the rapid adoption of Internet of Things (IoT) solutions in the region. The Index measures to what extent companies today are meeting the criteria that define today’s Intelligent Enterprise. Overall, the Index reveals year-over-year growth of Internet of Things (IoT) deployment and investment, highlighting new momentum as enterprises expect less resistance to adoption and increasingly acknowledge IoT solutions as a core component for driving future growth across their organizations.

“As new technologies continue to transform the front line of business, real-time data-driven signals at the edge of operations are empowering front-line workers with the right information to optimize actions and outcomes,” said Tom Bianculli, Chief Technology Officer, Zebra Technologies. “Based on our second annual Index, it’s clear that more companies acknowledge the value of leveraging IoT strategies, and they will continue to propel adoption and investment in the future.”

Key Index Findings

  • IoT investment is up, and resistance to adoption is down. The Index reveals for those companies surveyed, their average annual spend on IoT is up 4 percent year-over-year globally, while it was a 12 percent increase in Asia-Pacific. And 86 percent of the companies surveyed globally expect that number to increase in the next 1-2 years, with nearly half anticipating investment growth of 11-20 percent. As employees become more receptive to new technologies, the number of companies that expect resistance to their IoT plans moving forward has dropped from 75 percent in 2017 to 64 percent this year.
  • Enterprises are driving a performance edge with real-time guidance. 52 percent of respondents globally say information from their IoT solutions is shared with employees in real or near-real time. This is up 37 percent from last year’s Index, underscoring the increased need for collaborative mobile workflows. Asia-Pacific companies are more advanced in this area, with 58 percent of companies sharing data with employees in such frequency. In addition, two-thirds of those surveyed globally have established a plan on how to organise and analyse their data. This is up 10 percent from last year. Real-time analytics (66 percent) and security (63 percent) were reported as the most prevalent elements of a company’s data management plan.
  • Empowering the front-line. Notably, organisations are empowering their front-line with actionable data as 32 percent of the respondents say they provide insights to the front-line workers. This reflects the need for innovations, technologies and real-time data at the edge of the enterprise. In Asia-Pacific, this stands at 41 percent, up seven percentage points from last year’s index.
  • Security is a top priority across the enterprise. Companies are taking a more proactive, thorough approach when it comes to employing security standards within their IoT solutions. The Index revealed an 18 percentage point increase in the number of companies that are constantly – versus routinely – monitoring their IoT security to ensure privacy and integrity. In Asia-Pacific, the increase was 20 percentage points from a year ago.
  • Companies are demonstrating a greater reliance on a solution ecosystem. 40 percent of the companies surveyed globally report using a strategic partner to manage their entire IoT solution, up from 21 percent from 2017. This was higher in Asia-Pacific at 54 percent. This dependence on third-party expertise and management of IoT processes, similar to Zebra’s Savanna platform empowering its customers and partners, is a key indicator that an enterprise is committed to accelerating data intelligence and adopting IoT.

Survey Background And Methodology

  • The online survey was fielded from Aug. 6 – Sept. 14, 2018 across a wide range of segments, including healthcare, manufacturing, retail and transportation and logistics.
  • In total, 918 IT decision makers from nine countries were interviewed, including the U.S., U.K./Great Britain, France, Germany, Mexico, Brazil, China, India, and Japan.
  • Eleven metrics were used to understand where companies are on the path to becoming an Intelligent Enterprise, including: IoT Vision, Business Engagement, Technology Solution Partner, Adoption Plan, Change Management Plan, Point of Use Application, Security & Standards, Lifetime Plan, Architecture/Infrastructure, Data Plan and Intelligent Analysis.
  • The criteria were identified by executives, industry experts and policymakers across different industries at the 2016 Strategic Innovation Symposium: The Intelligent Enterprise, hosted by Zebra in collaboration with the Technology and Entrepreneurship Center at Harvard (TECH).
  • The framework of an Intelligent Enterprise is based on technology solutions that integrate cloud computing, mobility, and the Internet of Things (IoT) to automatically “sense” information from enterprise assets. Operational data from these assets, including status, location, utilisation, or preferences, is then “analysed” to provide actionable insights, which can then be mobilised to the right person at the right time, so they can be “acted” upon to drive better, more-timely decisions by users anywhere, at any time.

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