How organizations are leveraging AI with success stories & benefits of Industry 5.0

What are some examples of industry 5.0 applications?

Sectors such as health care, supply chains, and manufacturing look set to benefit from Industry 5.0 with the use of big data analysis, the Internet of Things (IoT), collaborative robots, digital twins, and more, along with an increased focus on personification and sustainability.

 

Here are some of the most common human-machine interaction technologies:

1. Collaborative robots working alongside human workers and assisting them;

2. Virtual reality (VR) and augmented reality (AR) for industrial testing, personnel training, and inclusiveness;

3. Advanced working instruments and safety tools, enhancing human capabilities with robotic tools and data connectivity;

4. Automatic recognition of human speech and gestures;

5. Augmenting the cognitive abilities of human workers with AI and other innovative tech;

6. Tracing devices to monitor the health and mental state of human workers.

7. Digital twins and simulations.

 

 

Case Studies of AI Success Stories in Industry 5.0

➢ Case study

This is reportedly based on an actual experiment conducted in the UK and available in the public domain. A superb research that shows how organizational cultures are formed or changed over a while.

They put eight monkeys in a room. In the middle of the room is a ladder, leading to a bunch of bananas hanging from a hook on the ceiling.

Each time a monkey tries to climb the ladder, all the monkeys are sprayed with ice water, which makes them miserable. Soon enough, whenever a monkey attempts to climb the ladder, all of the other monkeys, not wanting to be sprayed, set upon him and beat him up. Soon, none of the eight monkeys ever attempted to climb the ladder.

One of the original monkeys is then removed, and a new monkey is put in the room. Seeing the bananas and the ladder, he wonders why none of the other monkeys are doing the obvious. But undaunted, he immediately begins to climb the ladder.

All the others fall upon him and beat him silly. He has no idea why. However, he no longer attempts to climb the ladder.

A second original monkey is removed and replaced. The newcomer again attempts to climb the ladder, but all the other monkeys hammer the crap out of him.

This includes the previous new monkey, who, grateful that he’s not on the receiving end this time, participates in the beating because all the other monkeys are doing it. However, he has no idea why he’s attacking the new monkey.

One by one, all the original monkeys are replaced. Eight new monkeys are now in the room. None of them have ever been sprayed with ice water. None of them attempt to climb the ladder. All of them will enthusiastically beat up any new monkey who tries, without having any idea why.

This is how traditions, religions, and systems get established and followed. Most organizations and individuals fail in this space. Try something different. Don't give in to fear of anything. Try to do things in different ways. Do not be afraid to use the new technological differences. try to adopt them. Otherwise, you will lose the whole world. The world runs faster. You have to run faster than it.

➢ Success stories and real-world examples.

 

❖ JP Morgan Chase, the largest bank in the US, used to spend thousands of hours on lawyers and loan officers studying financial agreements. Now, an AI-managed system called COIN (Contract Intelligence) does the challenging job of interpreting commercial loan agreements, thus saving the firm close to 360,000 hours annually.

The bank says that the tenets have significantly reduced the time taken for reviewing the documents and the loan-servicing mistakes that originated from human error in interpreting 12,000 new contracts per year.

❖ Google's AI-powered breast cancer detector

In the realm of AI-powered detectors, Google has made a significant breakthrough with its breast cancer detector. By leveraging AI algorithms and training them on vast amounts of mammogram data, Google's system has shown extraordinary accuracy in identifying breast cancer. In a study published in the journal Nature, it was found that their AI detector performed slightly better than radiologists in correctly detecting breast cancer.

This success story highlights the potential of AI technology to revolutionize medical screenings and improve patient outcomes. By helping doctors and radiologists, AI-powered detectors like Google's aim to enhance the accuracy and efficiency of cancer diagnosis.

❖ Walmart's use of AI for stock monitoring

Walmart, the retail giant, has made significant strides in improving its stock monitoring through the use of AI. By implementing a sophisticated AI system, Walmart can more accurately predict demand and optimize inventory management. This has resulted in reduced out-of-stock instances, swelled customer satisfaction, and improved sales. The AI system analyzes data such as historical sales, weather patterns, and social media trends to make real-time predictions.

As a result, Walmart can efficiently restock shelves, minimize waste, and make sure products are readily available to meet customer demands. AI has undoubtedly played a vital role in Walmart's success story, boosting efficiency and profitability in its operations.

 

❖ Amazon's recommendation system

One of the most widely recognized success stories in AI-driven recommendation systems belongs to Amazon. Through machine learning algorithms, Amazon has been able to analyze consumer preferences and behaviors to provide personalized product recommendations. These recommendations have greatly contributed to Amazon's success, generating a significant portion of its sales.

By utilizing AI to appreciate customer needs and preferences, Amazon has created a highly effective system that continuously improves its recommendations, enhancing the overall customer experience. With millions of products available, Amazon's recommendation system has become an essential part of its business model, helping customers discover new products and increasing sales for the company.

❖ The Nagoya Works E4 surface mounting line

The Nagoya Works E4 Building manufactures PLCs and HMIs. Surface mounting of electronic components is performed on the 6th floor, which involves installing more than a thousand bits on both sides of a circuit board. A single production line performs a series of steps, including printing solder paste onto the board, picking out parts to be mounted as well as fitting them on the board, and heating with an electric furnace.

Automated mounting line on the 6th floor of the E4 building: different sizes of electronic components installed onto a board

To improve the utilization rate of an automated production line, it is necessary to reduce malfunctions and downtime to ensure that equipment operates effectively. In the surface mounting process, picking up parts and installing them onto the board is the step that requires particular attention.

➢The Emerging Trends & Technologies

1. Smart sensors and IoT

Provide real-time data and insights that can help you identify and prevent potential failures, optimize maintenance schedules, and improve grade and efficiency. Organizations can also use smart sensors and IoT to automate some of the Five Ss tasks, such as sorting, setting in order, and shining, by using RFID tags, barcode scanners, or robotic arms.

2. Cloud computing and big data

Offer organizations scalable, flexible, and cost-effective solutions to store, process, and analyze the large amounts of data generated by the organization’s smart sensors and IoT devices. Organizations can also access cloud-based software and requests that can help you implement and manage your TPM and Five SsA activities, such as dashboards, reports, checklists, or workflows. There are more vacancies for data engineering. Data analytics, experts, etc.

3. Artificial intelligence and machine learning

AI and ML to generate predictive maintenance models, optimize organization resource allocation, and suggest best practices and solutions. AI and ML can also help you standardize and sustain your TPM and Five Ss by providing feedback, reminders, or alerts.

4. Augmented reality and virtual reality

Use AR and VR to visualize your equipment and processes in 3D, overlay appropriate information or instructions, and simulate different scenarios or outcomes. Org. can also use AR and VR to train your staff, improve their skills, and increase their engagement and motivation. AR and VR can also help you collaborate and communicate with your team members, suppliers, and customers.

 

5. Digital twins and 3D printing

Create prototypes, parts, or tools quickly, cheaply, and accurately. You can use 3D printing to reduce your inventory, misuse, and downtime, and increase your flexibility and customization.

6. Transforming the retail sector operation

As we have seen and experienced over the past few years, artificial intelligence (AI), machine learning, and data analytics are rapidly According to Fortune Business Insights, global artificial intelligence in retail market size is projected to reach $23.32 billion by 2027.

7. Data provides retailers with a wide range of important information that helps them improve the retail experience for customers.

For example, consumer data can help Retailers Bridge the gap between their physical stores and e-commerce sites.

Walmart has a very comprehensive website that allows customers to easily find products, determine their online or in-store availability, and get their products delivered to their doorstep.

 

 

8. AI Unlocks a New World of CRM( Customer Relationship Management)

AI also centralizes customer databases to capture the entire customer life cycle in one location. Retailers have easy access to customer interaction information to gain insights, specific data relating to competitors, and ideal use cases to build buyer personas.

9. Smart hospital

In the COVID-19 pandemic, Machine learning (ML) is applied to medical imaging, natural language processing, plus genetic data. It is focused on the diagnosis of the diseases, detection, plus prediction of the diseases.

10. Manufacturing industry

Smart manufacturing allows designers to protect design files of manufacturing items by storing them in the cloud with robust access control and usage of the manufacturing resources across various places. Pictorially illustrates several potential applications within Industry 5.0.

11. Supply chain management

Industry 5.0 is aimed to cater to the hyper-personalization moreover hyper-customization requirements of the customers, which require a combination of human originality plus the competence of the machines. Robots are required for the supply chain management in standardized procedures in high production volumes, added this to each product, and it is a challenge where the robots require proper guidance.

From delivering the raw materials, transactions, and transportation, the ERP system manages the supply chain for the business organization the next generation of supply chain solutions is making and deploying the technology to empower the digital supply chain. It means bringing customization to the supply chain, improving customer satisfaction, and the management of business efficiency and market margins. There is a reduction of the risks related to supply chain and wastage based on the existing information of the business.

 

12. Cloud computing

The cloud infrastructure backs edge IoT platforms. The platforms are being used to manage edge devices like autonomous robots and diverse robots deployed on the shop floor. To manage critical data, the industry has access to the data from the local servers daily. Industry 5.0 can reduce the volume of data sent to the centralized server Cloud computing allows preventive data to detect machine failures and mitigates them by continuing with more workforce.

13. Collaborative robots

Represent a new age in robotics plus production. Industry 5.0 plus Cobots is the heart that can combine people’s creativity and craftsmanship with the efficiency and constancy of the robots. From people-centric, customized products and specialist skills are made more available.

Industry 5.0 focuses on highly skilled people plus robots to create individualized products from smart devices to cars for consumers

The smart city is considered IoT-enabled home appliances, heating systems, security systems, and others communicating with each other to provide better comfort and reduce.

14. 6G and beyond

6G organizations are relied upon to display significantly greater heterogeneity than their ancestors they will probably help applications past current portable use situations, like virtual and increased reality (VR/AR), omnipresent moment correspondences, and inescapable knowledge of the Internet of Things (IoT). Normally, versatile organization administrators will embrace adaptable decentralized plans of action for 6G, with nearby authorizing, range sharing, framework sharing, and wise mechanized administration supported by versatile edge processing, artificial brainpower, short-parcel correspondence, and blockchain advances.

➢ Benefits of Artificial Intelligent

I. Reduction in Human Error

Example: use of robotic surgery systems, which can perform complex procedures with precision and accuracy, reducing the risk of human error and improving patient safety in health care.

II. Zero Risks

Example: a fully automated production line in a manufacturing facility. Robots perform all tasks, eliminating the risk of human error and injury in hazardous environments.

III. 24x7 Availability

Example: online customer support catboats, which can provide instant assistance to customers anytime, anywhere. Examples of voice assistants: are Siri and Alexa, which respond to human voice commands and help them resolve queries.

IV. Perform Repetitive Jobs

Example: using robots in manufacturing assembly lines, which can handle repetitive tasks such as welding, and painting.