Artificial intelligence offers manufacturers a host of benefits. These include better visibility into supply chains, insights from predictive analytics and the ability to respond to unexpected changes in demand more efficiently and quickly. Here’s a six-step roadmap for manufacturers looking to integrate AI into their business.
Six-Step AI Roadmap for Manufacturers
- Acknowledge AI’s potential
Engage the C-suite in dialogue about how best to use AI. Allocate resources for specific AI projects and set priorities across the business. Pick company AI “agents” who can create business cases, develop metrics and put AI solutions into action.
- Transform and plan
Create an AI plan that includes key performance indicators in line with your business strategy. Establish a special data unit to address needs AI could help support, such as data collection and cleansing.
- Build your data foundation and structure
Convert any remaining nondigital data, “clean up” other data sources so they don’t contain errors or duplicates and add structure to boost your data quality and effectiveness.
- Create an external “partnership ecosystem”
If your business doesn’t have in-house AI expertise, engage outside experts such as start-ups, academic specialists and consultancies.
- Leverage in-house AI expertise
Employ outside AI experts to teach other staff members about data science. Your existing workforce will need this information to learn new skills and fulfill new responsibilities.
- Create architecture and infrastructure
Consider using standardized infrastructure service offerings that can slot easily into your existing business setup. This will make integration much smoother.
Why does AI matter? Manufacturers that create AI-friendly cultures today are positioning themselves to boost customer and employee satisfaction tomorrow—and they’re gaining a competitive edge to boot.
The human side of digital transformation was on full display at a recent virtual plant tour of BASF Chemical Intermediates Geismar, Louisiana, facility. Hosted by the NAM’s Manufacturing Leadership Council, the tour gave participants an inside look at how the company is using Voovio’s enhanced-reality technology to transform employee training.
Who they are: BASF Chemical Intermediates, a division of German multinational chemical manufacturer BASF, makes approximately 600 distinct products sold worldwide to the chemical, plastics, agricultural and consumer goods industries, among others.
What is Voovio? The company has partnered with simulation-software maker Voovio to design a customized training solution for its employees: a virtually accessible digital replica of the BASF plant.
- Using a computer or other digital device, employees can select plant components such as valves, pumps and control panels to get a detailed view of each. These components respond and perform virtually the same way they would in real life.
- Using the software, trainees can click on any piece of equipment in any workflow to see how it fits into each process.
Why use it? BASF wanted to make worker training faster, more interactive and more self-directed so employees could learn new skills and review existing ones more quickly and easily.
Scalable training model: The tailorable Voovio software offers different training-module levels based on each worker’s experience level and skills.
- Training modules include an equipment replica, tasks to be performed and an action checklist for completing a series of tasks.
- Employees get feedback from the software as they perform each virtual procedure, letting them know whether they’ve performed a task correctly.
Real-world application: Voovio also lets companies take the training into the production facility. Using an approved digital device, employees can perform test runs at any time to ensure they’re prepared to complete a job on the ground.
The verdict: BASF has already begun to reap the benefits of the software. Since implementing Voovio, it has seen a marked increase in both worker competency and productivity.
Sign up for a virtual plant tour: Don’t miss the MLC’s upcoming tour of Johnson & Johnson’s facilities on Wednesday, Dec. 1, from 11:00 a.m. to 1:00 p.m. EST. You will see how Johnson & Johnson uses mobility tools, advanced robotics and material handling, as well as adaptive process controls to drive improvements. After the tour, stay for the panel discussion on how to scale advanced manufacturing technologies to ensure a sustainable, reliable and adaptable product supply chain. Sign up today!
One small component is creating big delays in global supply chains: the ubiquitous semiconductor or chip. These components are not only essential to our phones, laptops and other electronics, but to the production process in just about every sector of the manufacturing industry. So, what would help us produce more of these desperately needed parts? According to Birlasoft Vice President and Global Business Head of Communications, Media & Technology Nitesh Mirchandani, the answer is cloud computing.
Why the shortage? As COVID-19 unfolded, millions of consumers purchased new laptops, smartphones, game consoles and other devices as they spent more time at home. This shortfall was compounded by the existing high demand for chips brought on by the growth in smart products—everything from thermostats and appliances to robot vacuum cleaners and GPS-enabled dog tags. COVID-19 also caused a wave of semiconductor factory closures that also exacerbated the problem. The result? A shortage that industry experts say could last through 2022.
Why the cloud? Cloud computing is the on-demand delivery of resources like data storage, software, networking and other services via the internet. Users either purchase a set subscription or pay by their level of usage—both cheaper and more flexible options than maintaining an on-site IT team for all needs. Cloud computing has several advantages for semiconductor manufacturers, according to Mirchandani:
- It speeds up time to market through swifter design and development. Because they can be accessed anywhere, cloud services enable teams to connect and collaborate more easily. Development cycles become quicker as teams connect better internally and with other parts of the business, including partners and suppliers.
- It enables data-driven business decisions. Thanks to the faster processing and analysis of cloud computing, manufacturers can get instant information on things like factory performance, supply disruptions or customer demand. Likewise, workers can be alerted to a machine that needs maintenance or to potential defects in materials or products.
- It provides service continuity. Internal IT teams often have limited resources. Cloud infrastructure is managed by specialists who can ensure uninterrupted service, so in-house IT teams don’t need to continuously maintain software through updates and patches.
Why it matters: Semiconductor shortages threaten to drag down the economy just as recovery is getting underway. Businesses rely on chip-enabled technologies for creating products, managing operations and maintaining the flow of goods and services. Consumers rely on them for smarter, safer homes and connections to work or school. Unless chip manufacturers can shore up production to meet demand, the ripple effect will create added distress for many sectors of the economy.
Consumer goods manufacturer Church & Dwight found that it needed to boost performance to meet customer demand. To meet this goal, it embarked on an ambitious Lean initiative at all of its 13 production facilities.
“We look at all challenges through the lens of Lean manufacturing—it’s the only way that we can operate,” said Bruno Silva, vice president of manufacturing operations.
What’s Lean? Researchers James Womack and Daniel Jones first defined the concept of Lean manufacturing as “a way to do more with less … while coming closer to providing customers exactly what they want.” Many manufacturers see mastering Lean as an essential springboard to operational initiatives like digital manufacturing and other advanced production practices.
Setting the stage: In developing its Lean program, Church & Dwight first held a weeklong leadership summit to decide on standards and expectations. The company’s leaders came up with a Lean assessment system with 16 standards and a definition for achievement at the gold, silver and bronze levels. But the essential part was ensuring frontline employees were driving improvement from the bottom up—not the other way around.
- “This is not corporate pushing it down,” said Felipe Vilhena, director of Lean manufacturing – global operations. “We help workers overcome challenges and give them the right tools to do that. We created a mindset and expectation that improvements are part of the work.”
Putting it into practice: Initially, each worker was asked to list five potential improvements at his or her site, and then go out and make them. The company provided training and support to help with these fixes, while managers kept employees fully informed of their progress according to key indicators.
- Workers formed self-directed teams and continued to seek out improvements, which they began making more and more frequently. Thanks to the trust and autonomy that employees were given, engagement and retention measurably increased at the same time.
Receiving recognition: The company’s achievements have received recognition from its peers in the industry. One of its top-performing facilities in Green River, Wyoming, earned the company a 2021 Manufacturing Leadership Award in the Operational Excellence category from the NAM’s Manufacturing Leadership Council.
The last word: “It was important to create the right expectation and mindset,” Vilhena said. “From big to small improvements, we are seeing them happen every day.”
Would you like to see the latest advanced technologies exhibited and explained for your benefit, all without leaving your office? The NAM’s Manufacturing Leadership Council’s virtual plant tours provide just such an opportunity, taking you inside cutting-edge processes and complex systems at manufacturing facilities across the country. Most recently, the MLC dropped in on Nexteer Automotive, where tour participants got to see its innovative Digital Trace Manufacturing™ (DTM) System in action.
Who they are: Nexteer specializes in electric and hydraulic power steering systems, steering columns and driveline systems, as well as advanced driver assistance systems and automated driving-enabling technologies. The company serves more than 60 customers around the world, including BMW, Ford, GM, Toyota and Volkswagen.
What is DTM? Nexteer’s DTM System connects and standardizes the company’s entire operations—including thousands of data-production components in 27 manufacturing plants around the world. To showcase the system’s capabilities, Nexteer took tour participants inside its Saginaw, Michigan, site, which includes six manufacturing plants comprising 3.1 million square feet of manufacturing floor space.
Tour highlights: Participants learned about the complexities of running a large-scale automotive component manufacturing plant, as well as how Nexteer uses the DTM System to maximize efficiency.
- Nexteer team members explained how they design and program machines for data processing, showing how they determine where data will be sent and how they use barcode scanners and other methods to track components’ serial numbers.
- Participants also got a virtual walk-through of Nexteer’s tracking system, which follows material from receiving and shipping through the production line with single-box precision. They also learned how Nexteer uses its Center of Analysis to correct any issues that arise.
Why it matters: It’s one thing to have a large system collecting data, and it’s another to be able to use that data effectively. The Nexteer virtual plant tour provided participants with practical takeaways, which will help them adopt similar innovations at their own facilities—for the benefit of employees, customers and shareholders alike.
Coming soon: Don’t miss the MLC’s upcoming tour of Johnson & Johnson’s facility on Wednesday, Dec. 1, from 11:00 a.m. to 1:00 p.m. EST. You will see how Johnson & Johnson uses mobility tools, advanced robotics and material handling and adaptive process controls to improve its operations. After the tour, stay for the panel discussion on how to scale advanced manufacturing technologies to create a sustainable, reliable and adaptable product supply. Sign up here.
Nilo Caravaca, Hologic’s vice president of operations for Costa Rica and Latin America, says the company has an “important purpose”: to improve and save women’s lives around the world. At the Costa Rica facility that he manages, the company manufactures diagnostic and imaging equipment that protects women’s health, such as mammography systems and bone density scanners.
In pursuit of their goal, Caravaca and his team have embraced innovative technologies as well as best practices in talent management. For their achievements in attracting, upskilling and retaining a world-class workforce, the NAM’s Manufacturing Leadership Council awarded Hologic the 2021 Manufacturer of the Year award in the small and medium enterprise category. But the company is not stopping there. Caravaca anticipates further innovations, as Hologic keeps prioritizing efficiency, safety and growth.
Here is a snapshot of Hologic’s two award-winning projects and a look at things to come.
Supply chain innovation: Almost every product made by Hologic’s Costa Rica facility serves a patient with an urgent medical issue. That means its supply chain must be incredibly resilient and reliable.
- To meet these critical needs, Hologic launched a project called “Impacting Lives Every Day,” which employed robots for moving materials and bots for automating processes, while improving operations using real-time data and analytics.
- The project has resulted in a more reliable supply chain that gets products to patients faster while improving quality and safety.
Talent management: Caravaca believes companies need to focus on people in addition to technology to make the transition to Manufacturing 4.0, the next wave of technological progress.
- To that end, his team developed a new set of talent management processes that helps attract and recruit the best employees on the market, as well as ensure they have the opportunity to perform at their highest level.
The last word: An engineer by trade, Caravaca has a simple “formula for the future” of manufacturing: “Find the right talent, fit that talent in the right position, engage it and add tenure over time.” That will allow people to grow into their roles and perform at their peaks—the best result for both the company and the employees themselves.
To learn more about the innovative technologies and processes at Hologic’s Costa Rica facility, read “Hologic’s Winning Formula” in the August 2021 issue of the Manufacturing Leadership Journal.
When it comes to data management, most manufacturers are basically teenagers. They’ve gotten past the early stages but have yet to reach full maturity and mastery in their approach. In fact, it is often unclear what the data strategy is, who is responsible for it or even what the data is worth in the first place.
A new survey from the NAM’s Manufacturing Leadership Council shows us how manufacturers are progressing in their quest to harness the power of data—a capability that could have transformative power for many manufacturers throughout their operations. Below are some highlights.
Data collection: Most manufacturers rate their organizational data skills as just average, saying they struggle to collect the right data and interpret it.
- Fifty-eight percent of respondents said their company had just a moderate ability to collect data that is meaningful for their business needs.
Data analysis: If gathering data is a challenge, gaining insights from that data is an even bigger one.
- Seventy-five percent of respondents ranked their organization as only somewhat capable in their ability to analyze their manufacturing operations data.
- Even more worrisome, 11% of respondents said their organization was not at all capable of this type of analysis.
Applying insights: The practical application of data to create value is also a challenge for many manufacturers.
- Almost one-third said they expend greater than 80% of their efforts on gathering and organizing data—as opposed to analyzing and applying insights from it.
Other stumbling blocks: The survey revealed additional impediments to using data:
- The lack of systems available to capture the data (46%)
- Data inaccessibility (43%)
- The lack of skills to analyze data effectively (39%)
Opportunities: The good news is that even with these imperfect efforts, organizations are largely leveraging the data they do have to make informed decisions.
- Forty-eight percent said their organization makes data-driven decisions frequently, while 18% said they make data-driven decisions constantly.
The bottom line: Seventy-five percent of respondents said data mastery will be essential for future competitiveness. Indeed, data mastery is crucial to the industry’s transition into Manufacturing 4.0—the next big wave of industrial innovation—and the MLC will be tracking the industry’s progress closely.
To see more insights from the latest MLC M4.0 Data Mastery Survey, read “Growing Pains” in the August 2021 issue of the Manufacturing Leadership Journal.
For almost two decades, the NAM’s Manufacturing Leadership Council has been showcasing the best-performing, most innovative and most influential manufacturers in the field. Its yearly Manufacturing Leadership Awards recognize organizations of all sizes and from all sectors, along with the individual leaders who are spearheading their transformations. Now, your company or leader could be among the next cohort of winners: nominations for the 2022 season opened on Aug. 16.
What’s involved: Since 2005, the ML Awards have recognized more than 1,000 outstanding leaders and projects that have sped the transition to Manufacturing 4.0, the next wave of industrial progress created by digitization.
- Nominations are judged by a group of seasoned industry executives with expert knowledge of digital transformation. Past judges have come from companies such as Lockheed Martin, GM, Merck and 3M.
- Any manufacturing organization is eligible, and all may apply through the MLC’s online application process. Project nominations include a timeline and written overview of a project’s business and operational impact, while individual nominations ask for details about a leader’s achievements and influence on his or her organization and the manufacturing industry at large.
Highlights of the 2022 season: This year, the awards will feature 11 categories, nine for projects and two for individuals.
- Digital Transformation Leadership: This category is for accomplished operations leaders who have transformed their companies through technology adoption, performance and process improvements or business culture changes. Leaders at any level of the organization may apply.
- Next-Generation Leadership: This category honors remarkable manufacturing professionals aged 30 or younger who demonstrate the leadership needed in the digital manufacturing era. If you have a young, inspiring leader on your team who acts as a role model within and outside your organization, nominate him or her today.
- Project categories: This year’s awards recognize excellence in artificial intelligence/machine learning, supply chains, business culture transformations, organizational collaboration and more. The complete list is here.
Why it matters: The COVID-19 pandemic only reinforced how much manufacturing matters to our entire society, at every level and in every household. The 2022 ML Awards will recognize many of its most remarkable accomplishments, showcasing an industry that remains unceasingly dynamic even in the midst of crisis.
Don’t wait: Nominations are due Dec. 20. They can be submitted directly by manufacturing organizations or by their consulting partners or PR and marketing firms. You can complete your application here.
Hundreds of manufacturing leaders came together this summer to discuss the industry’s next century of technological dominance. Augmented reality, artificial intelligence, robotics and more were all on the schedule, with companies unveiling their cutting-edge techniques and exchanging invaluable knowledge.
This premier gathering of talent is called Rethink, and it is the Manufacturing Leadership Council’s yearly conference on Manufacturing 4.0—the next wave of industrial progress created by digitization. It offers manufacturers a range of ways to engage with leaders and experts, including interactive case studies, collaborative think tank sessions and keynotes.
This year’s Rethink showcased a number of innovative technologies that are already transforming companies around the world. Here are some highlights.
Augmented reality is the new reality: PTC President and CEO Jim Heppelmann explained the benefits of augmented reality, which can give much more information to frontline workers and help manufacturers bridge the skills gap—the lack of sufficient skilled workers to fill available jobs.
- For example, augmented reality allows companies to record the expertise of workers who may soon retire, thus improving the training programs for new workers, Heppelmann pointed out.
Read more of Heppelmann’s expert advice here.
Robotics will support workers: In a keynote address, MIT’s Dr. Daniela Rus explained the coming evolution in human-machine relationships. She predicted that robots will enable workers to control production lines more precisely and configure them for rapid, customized production.
Read more about Dr. Rus’s predictions here.
Intelligent platforms are key: Intelligent platforms help manufacturers capture and understand data—the key to success in manufacturing’s digital era, according to Sid Verma of Hitachi Vantara and Mike Lashbrook of JR Automation.
- One of the biggest challenges is learning how to collect data strategically—because a plant floor can generate tons of it. “Just collecting data on the [operational] side does not work for us,” said Verma. “We have seen horror stories where people spent their entire IT budget just collecting data because they didn’t know where to start.”
Read more of Verma and Lashbrook’s insights here.
The bottom line: No matter where you are in your digital transformation, Rethink can help you move forward. It is the perfect place to discover new technologies and learn best practices for implementation.
For more information about the MLC, including Rethink 2022, email [email protected].
There’s no better way to see innovation at work than to visit a manufacturing facility. There’s also no better way for manufacturing leaders to learn from one another. The Manufacturing Leadership Council’s plant tours are designed to give manufacturers unparalleled insight into each other’s innovations—and you won’t want to miss the next one.
The MLC’s plant tours have long been some of its most popular offerings. Back before COVID-19, these multiday events included a site visit, an executive roundtable discussion and ample time for networking and exchanging ideas. Now the events take place virtually, a change that has several advantages: more manufacturers can conveniently attend from their desks, and companies can showcase several facilities (and more innovation) in the same tour.
But most importantly, whether online or in person, an MLC plant tour offers a one-of-a-kind opportunity to connect and collaborate. The adoption of advanced manufacturing technologies can be dauntingly complex, and the best guides are those who have already done it.
Here’s just a taste of the innovations that participants get to see.
A whirlwind tour of IBM: This past April, participants took a virtual tour of IBM’s high-end storage facility in Vác, Hungary. They got to see how IBM uses automation, augmented reality, artificial intelligence, IoT technology and data visibility throughout its operations.
- Among the many innovations that IBM’s executives discussed on the tour were its acoustic insights products. The company trains AI models to recognize sounds that could indicate a potential machine failure so that it can be fixed preemptively—a technology it developed in house.
MxD x 2: Participants also attended two tours through MxD’s facilities earlier this year, each of which showcased a number of different innovations.
- Teaching old systems new tricks: On the first tour, visitors got a look at MxD’s Innovation Center in Chicago, a facility where manufacturers conduct experiments and demonstrations. They saw how MxD retrofits legacy equipment to keep up with the digital times—such as by outfitting a type of manual milling machine in use since the 1930s with digital sensors. The total cost of the upgrade? Less than $150.
- Cybersecurity in action: On a second trip through MxD’s Chicago facility, visitors saw the company’s cybersecurity demonstration areas. One of them included the excitingly named Cyber Wall, which helps manufacturers understand and guard against threats to their operational technology systems.
Sign up for Nexteer: You won’t want to miss the MLC’s upcoming tour of Nexteer Automotive, coming up on Aug. 11 (from 11:00 a.m. to 1:00 p.m. EDT). Nexteer is a global leader in the steering and driveline business, serving such major customers as BMW, Ford, Toyota, GM and more.
This virtual trip will take you inside the company’s Saginaw, Michigan, facilities and show you how Nexteer uses data to manage and improve its processes and products. Sign up today!