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With the Internet of Things (IoT) spreading across all verticals, including the home and the enterprise, key industries are leading investments in the revolutionary technologies that are changing how we live and work.
Although others are quickly catching up, manufacturing, transportation, and utilities top the list of industries investing heavily in the Internet of Things.
IoT will fundamentally change how business and manufacturing will be done worldwide. IoT adoption has already reached over 43 percent of enterprises worldwide and has been identified as the next wave of internet technologies, and is expected to create hundreds of thousands of well-paying professional jobs.
Over $6 trillion will be invested in the consumer and industrial IoT markets, with industrial IoT leading the growth, by 2020.
Among the industries, thus far, manufacturing made the largest IoT investments – or $178 billion . Transportation followed, at $78 billion, and utilities comes in third, at $69 billion.
Good news! These investments represent just the start of this journey.
That being said, here are the top five industries that are leading IoT investments and adoption as well as valuable tips for how your enterprise can benefit:
IoT is evolutionary and emerges out of a history of using networked automation systems in industries such as manufacturing and transportation. As networking technology improves and advances in processing technology and sensors, monitoring and optimizing the use of physical assets extends to all industries.
IoT’s manufacturing origins continue, as the largest investments in the technology remain in that space, Middleton said. These investments fall into two categories: Inward facing (those concerned with optimizing systems and saving costs), and outward facing (those that make improvements in customer usage).
In terms of internal investments, manufacturers are using IoT to optimize their processes, monitor equipment, and do preventative and predictive maintenance on that equipment. Manufacturing operations was the IoT use case that saw the largest investment in 2016 across all industries, at $102.5 billion, according to IDC.
In the outward-facing arena, those in this industry use IoT devices to examine how their products are used by customers by maintaining a networked link to those products, and sampling usage data and sensor measurements. This way, manufacturers can analyze results and see broad patterns in terms of how the product is used, which can inform the next generation of the product, or help diagnose problems early.
The transportation industry has invested heavily in IoT and represents the second-largest IoT use case across all industries. Freight monitoring drives much of the IoT spending in this sector, at $55.9 billion in 2016, according to IDC,
Increasing numbers of freight and public transportation vehicles are equipped with sensors that help schedule maintenance, optimize fuel consumption, monitor operating or driving behavior for insurance purposes, digital data recorders that are programmed to take video samples under conditions of heavy acceleration that might be indicative of a serious traffic accident. That video could then be used in an investigation.
In the utilities industry, investments in the Smart Grid for electricity and gas totaled $57.8 billion in 2016, according to IDC. The case for electricity meters has power and makes a straightforward case– you don’t have to pay someone to read the meter.”
With the oil and gas industry being spread across large areas with lots of equipments (lots of pipes and valves and pressure gauges) to monitor, IoT solutions can prevent loss of revenues, help with predictive maintenance as well as with providing additional safety oversight.
Healthcare, which include medical machines that share images with a patient’s other caregivers, monitoring and troubleshooting problems with equipment, and real-time location systems that can track equipment, dispensation of medicine, and even staff and patients, is one of the industries that is expected to see the fastest spending growth in IoT.
IoT’s use in the healthcare field is very broad and includes advances in implants, prosthetics, and wearables also take advantage of IoT, streaming data back to medical providers. Connecting pacemakers and other medical devices to the internet benefits patients by reducing errors and providing more data to doctors to improve diagnosis and quality of care.
Granted IoT puts these devices at risk for cyber attacks, security should be part of the design requirements of the system.
Consumer electronics and cars
With digital assistants, such as the Amazon Alexa and Google Home becoming prominent, home and office automation systems have risen significantly making consumer IoT purchases the fourth-largest market segment toward becoming the third-largest segment by 2020. In the past year we’ve seen the rise of
Although digital assistants have gained popularity recently, it will be awhile before most people invest in fully connected homes and offices as the inertia of needing to buy a new refrigerator or home security system that has these capabilities, unless the old one breaks.
With connected vehicles being also an IoT industry leader in the consumer space, Cisco’s IoT connectivity management platform wasted no time and already hosts 8,500 enterprise customers worldwide — including General Motors – that utilize the platform to manage connectivity of 43 million IoT devices.
For example, every General Motors car produced today has IoT capabilities that allow drivers to gain diagnostic information and connect to the internet, among other features, Bui said.
Smart buildings are also predicted to rank among the top industry segments for IoT adoption throughout the next few years.
With every industry now investing in IoT, it’s imperative to ensure that these devices have strong security systems built in to prevent attacks like denial-of-service attacks from IoT devices that have been hijacked.
Although the cost of building a product that connects to a network continues to fall, architecting a low-cost product, such as a smart light bulb, still requires paying attention to network security, because it would be possible for an attacker to enter a network through that one inexpensive IoT device.
For companies beginning their IoT journey, “we recommend that operations or engineer departments strive to work more closely with IT departments,” Middleton said. “It will enable a more cohesive plan in the use of technology across a given enterprise, as opposed to having islands of usage where people don’t communicate and leverage best practices.”
Forming a team within your organization that coordinates the selection of technologies, considers possible use cases, shares best practices, and provides security oversight. This group can start with pilot projects, and use lessons learned from those to develop more detailed return on investment calculations and justify scaling up to a full initiative.
It is quite obvious that divisive forces continue to seek to tear at the fabric of democracy
everywhere, they also continue to utilize any and every means to suppress the fundamental right to vote of millions of Americans mainly in the minority communities.
Staying silent and not speaking out against this apparent abuse is analogous to turning our backs on millions of Americans who are being shoved out of our democracy. Allowing those in positions of power to abuse the aspirations that are enshrined in our founding documents is no longer acceptable.
As the Republican candidate for governor in Georgia continues to use his position as Secretary of State to suppress the registration of tens of thousands of voters, most of them African Americans, this represents a distrustful abuse of his position of power to gain an advantage over his Democratic opponent.
Likewise, voter suppression is quite apparent in North Dakota, where a lower court, with the blessing of the Supreme Court, actually ruled the state can demand voters produce proof of residence before voting, a ruling that effectively disenfranchises thousands of Native Americans living on reservations. North Dakota happens to be the state where the Senate election six years ago was decided by less than 3,000 votes, this restrictive voter ID law will likely be a deciding factor in this year’s close race.
Although most states, including Florida and Georgia, have restored voting rights to people convicted of felonies after they’ve completed their sentences, in those two states officials are currently tempering with individual voting rights trying to prevent those individuals from ever voting, even after they have served their time and paid their debt to society.
Regrettably, this voter suppression effort disproportionately impacts African Americans and other minorities. According to the “ Sentencing Project” report, for a research conducted in four states( Florida, Kentucky, Tennessee, and Virginia,) in 2016, more than one in five African Americans and other minorities were disenfranchised.
The Ideal Thing Is For Smart City Initiatives To Also Provision To Capitalize Awesomely By Leveraging Big Data And IoT
Designing future-focused smart-city initiatives must include a redundant sensor network
along with smart Wi-Fi connectivity to adequately cover the target area. Likewise, you must leverage data to ease decision-making and in making effective predictions to ensure that your smart city initiative is future-proof.
Effective and efficient initiatives must include tight collaboration between the municipality, internet provider, data provider, as well as other crucial players. Crucial infrastructures must include smart WiFi access points, smart lighting and video nodes as well as smart kiosks, toward laying a redundant foundation on which the city can begin to collect data on users’ behaviors.
Building a solid foundation for smart city infrastructure will enable city leaders to be able to solve more problems in the most effective manners. The best thing is to provision for future-proof architecture. Once the technology figures out how to measure the heartbeat of the city, then it can be shown in the data where that heartbeat is showing arrhythmia. If you can figure that out, you can get your cardiologist involved earlier rather than later.
Implementing a Real-Time Lab
The best entrepreneurial component of a Smart City initiative must include a sophisticated platform that includes a real-time Lab in which innovators can create solutions within the smart city framework. A real-time lab has many benefits, which include attracting new solutions to persistent city problems, enabling real-time testing as well as commercializing technologies that are suitable to city dwellers. After your project come into fruition, tech firms and other cities in your region and/or country can use this smart city as a testbed for other smart city applications or projects.
Likewise, the real-time lab can also serve as an economic development initiative that will attract companies from all over the world. Specific areas of focus can be transportation, public safety, infrastructure, water and energy, and beyond….
This presents a good opportunity to showcase this smart city initiative as a model that can be emulated with minor customization.
Sensors’ cost reduction
One important factor to consider is determining how to significantly reduce sensor costs, which may entail transforming the city’s existing traffic cameras into sensors themselves for the Smart City, thereby, eliminating the need to purchase new sensors altogether. As with any project, the value of the cost savings will depend on what software vendor(s) is/are chosen.
Analytics can be obtained from video feeds as well as parking and traffic data from sensors that the city is already receiving.
That said, the ultimate goal is to extend the sensor platform throughout the city at a much less expensive proposition.
Municipal kiosks Generating Revenues For The City
Municipal Kiosks with voice-search capability provide convenience as they can offer the passerby with such information as events, restaurants, weather, real-time Smart City data and beyond….
Likewise, smart cities can benefit from kiosk advertising sales through human interactions.
Municipal kioks can also include features, such as games and selfie capabilities, through pedestrian engagements, as well as enabling businesses to post messages in real time, toward generating revenues.
Eating fresh food has many tremendous benefits, which include fresher taste as well as richer vitamins and nutrients than food that has been frozen or canned.
Experts, including dietitians, nutritionists along with the U.S. Department of Agriculture suggest eating five fruits and vegetables each day, and that eating nine of these is even better. Fresh food, as well as canned or frozen fruits and vegetables have the same benefits, according to these sources. Consumption of colorful produces (fruits and vegetables) are best and ensure that your body will get all of the nutrients you need on a daily basis. Eating a variety of these on a daily basis, will ensure that you enjoy the benefits of eating fresh food such as the multiple vitamins and minerals they provide.
Fresh food acts like medicine for our bodies. Each orange you eat and citrus juice that you drink, your body gets Vitamin C as well as folic acid and lutein which inhibits mild depression, heart disease, and helps the body get rid of carcinogens that may be there.
Oxidant-rich vegetables, like Broccoli, cabbage, cauliflower, and radishes protect the body’s DNA from oxidants and help it detoxify carcinogens. Oxidant-rich vegetables also eliminate old estrogen and testosterone from the body. Likewise, eggplant, peppers, potatoes, and tomatoes help reduce blood pressure, prevent prostate cancer, and protect the lungs from cigarette smoke. Moreover, fruits and vegetables, like watermelon, squash, pumpkin, and cantaloupe help prevent cancer, heart disease, obesity, and diabetes.
Furthermore, grains as well as beans and nuts, such as peanuts, peas, soybeans, lentils, are also helpful in improving glucose control in diabetics and reduce hot flashes and cholesterol. Interestingly, spices like garlic, onion, chives, leeks, asparagus, and scallions also inhibit cancer growth, decrease cholesterol, and help the immune system to work properly. Similarly, almonds, apples, plums, pears, and apricots help prevent fungus infections, reduce cholesterol, and stop the growth of tumors. All these benefits illustrate how fresh food really is a type of medicine that keeps our bodies healthy.
Although fresh meat is also important to the human body as a protein source, vegetarian diets that include great varieties of vegetables, beans, and lentils can, in the same fashion, also provide the required protein.
Other than tasting better, eating fresh food is good for our bodies and is readily available at America’s Food Basket Supermarkets. Likewise, America’s Food Basket Supermarkets’ fresh meat is produced year-round, thus, beef, chicken, and occasional lamb are available as well as plenty of seafood.
Though the world has evolved a great deal, women still lag in leadership posts in
government and business. Today, only 26 women are in CEO roles at Fortune 500 companies, making up 5.2% of the female population. The stats is actually similar for women CEOs of Fortune 1000 companies, which stands at 5.4%, showing that there is little movement of women making up these high-ranking positions as company leaders.
Women are still faced with a range of challenges that many of their male CEO counterparts don’t have an understanding of and that are preventing many women from achieving their goal of becoming leaders and their ability to get ahead.
Raising your hand as well as speaking up and being heard in meetings are extremely helpful and will catapult you by making you more visible. With equality in the workplace being one of the biggest challenges females currently face, women leaders must go for what they want in their careers and not give up, and hone the essential skills, such as your communication skills, leadership development, and emotional intelligence, in order to secure those opportunities.
Other than supporting and empowering each other, upholding their basic principles, morals, values and integrity, women also need to ally themselves with reliable male counterparts. More importantly, women must be
humble, show togetherness, passion, excellence and enthusiasm toward laying the foundation for progress through their work.
Moreover, women must build healthy relationships with advocates, create a strong personal brand, establish guidelines before each project, position themselves as experts in their field, and communicate with confidence.
One of the biggest challenges female face, however, is to firmly assert themselves toward facilitating lasting freedom and choices.
Speak Up and Be Assertive | Become a member of the C-Suite In the Workplace
Women must assert themselves and make their presence felt firmly as leaders, as fulfilling certain roles should not be simply to sit at the table. It should also mean speaking confidently, regardless of odds faced. Women leaders fear being ostracized or rejected; however, respect comes when one’s voice is heard. I coach leaders to share their voice and perspective because it can help shape policy, the workforce and perspective.
Women must make bold and propitious moves in government as well as in the workplace. They must be willing to take more risks and prepare themselves to take on more challenging roles. Women must take the bull by the horns and go for what you want and be relentless in their pursuit(s). Equivocation will always be your worst enemy.
Re-Entering The Paid Workforce
Relaunching a career after a long hiatus can often be quite challenging as that also entails rebuilding confidence, constructing or reconstructing a robust network, dusting off old skills or developing new ones, and catching up on technology.
Ask For What You Want and Embrace Your Accomplishment
It’s best to master your clone, get confident in your capacity, and gain respect. Stand confidently and speak on your accomplishments. Women tend to think that they must shrink themselves to seem non-intimidating. Instead, women must gain the confidence and understand that they earned their lawful rights to be in the room, like everyone else. That said, shrinking only delays women’s voice from being heard and taken seriously.
The biggest challenge females face is the inability to internalize their accomplishments. Adequately addressing that requires adjusting their locus of control by making accurate assessments of their performance, gathering actionable feedback from other leaders to confirm their strengths, and tackling the Counter-productive Patterns toward developing healthy leadership skills.
Many of the women leaders let themselves paralyzed by their perfectionist tendencies. Countless approaches have worked well to help manage perfectionism. Dealing with this paralysis often involves taking shorter pause(s), such as taking a few deep breaths, short meditation, or longer activities like taking a walk.
Using Authoritative Approaches ThroughTrusting Their Own Voice is Imperative
One recurring theme is consistent in conversations with women leaders: “Who am I to…?” is a virtually inaudible and consistent question that women often ask themselves. Thereby, women must understand that rising to their current title was not by accident. Thus, trusting and using their own voice is imperative.
Women share the challenge of reconciling an internal conflict between being perceived as a respected leader versus a bossy woman. Professional women can resolve this issue and own the respected leader role by shifting from judgmental to neutral words. This subtle transition positively influences the way a listener digests the message and perceives the speaker’s authority and leadership.
Another big challenge that female face is overcome negative thoughts that spring up in their mind to take control of their life. Women need to take control of their thoughts and become consciously aware of them and to either replace them with more positive and encouraging thoughts or to accept them and decide to move forward despite them.
The Internet of Things (IoT) is a major digital disruptor that drives performance and
productivity for those within the supply chain industry. Benefit fully from IoT investments within a secure, intelligent and connected supply chain operation, also means that businesses utilize an IoT platform that is built around Identity and Access Management (IAM).
The Internet of Things will help develop new capabilities to revolutionize supply chains. With the increased global and complex supply chains, organizations are obliged to
collaborate closely with customers, suppliers and partners to achieve realtime visibility across every part of the supply chain.
With the Internet of Things (IoT) being one of the biggest technology success stories of all time, the speed at which IoT-enabled devices have become a part of our daily lives has
been astonishing. As over 70.4 billion connected IoT devices are expected to be in use by 2025, IoT will generate as much as $12 trillion a year in the same period, which will represent 11 percent of the world’s economy. This value being generated within business, factories and logistics will feature prominently. Likewise, fifty percent of all IoT spending will come from the manufacturing, transportation and logistics and utilities industries.
Moreover, although business to business (B2B) applications will account for over 70 percent of all value generated by IoT, companies must identify key areas in which IoT can help generate real value and create an IoT-capable infrastructure to realize their full potential.
IoT is benefiting supply chain operations in these different ways
IoT’s ability to deliver makes it the top investment priority within the supply chain of many organizations, as seventy percent of executives are already expecting to see payback from their IoT investments.
Nearly fifty percent of transport and logistics companies have already implemented IoT as part of major business transformation initiatives and are currently using connected devices for notifications and realtime monitoring rather than for optimizing and transforming their supply chain operations.
Implementation of IoT in the supply chain is enabling companies to realize significant benefits.
Whereas pre-IoT deployment were done on proprietary networks and could only capture data relating to their
specific function(s), current IoT developments provision for devices with smart sensors to provide realtime monitoring and reporting on every aspect of the supply chain that include the location, temperature, humidity and time of arrival, as well as changing equipment settings and process workflows to optimize performance.
Moreover, granted most companies are currently using their IoT devices for the monitoring and alarm functionality of their previous sensor and tagging technologies, most supply chain executives are aware that the real power of IoT lies in logically connecting people, processes, data and things—then taking advantage of that intelligence to radically change business processes.
The eventual goal is to enable realtime and informed decision-making that allows organizations to move beyond efficiency and cost improvements toward implementing more effective business strategies around new product development, proactive inventory management and demand-driven production.
IoT’s three-stage process in the supply chain include
Data collection: Collecting data not only from IoT devices, but also from people, processes, and other systems and infrastructure
Data consolidation: Converging all data into extremely large data pools—often called data lakes—and ensuring access to structured and unstructured data held in disparate repositories internally and externally
Data conversion: Leveraging cloud platforms with advanced analytics capabilities to gain full intelligence and value from the data
loT entails much more than simply connected devices
Capturing data from connected devices and then analyzing and acting on that data are
key capabilities of IoT devices. IoT is intrinsically linked to analytics, artificial intelligence (AI), machine learning as well as other critical digital initiatives. In all, IoT is now a top investment priority for supply chain companies and should be for every organization.
The challenges that supply chain organizations face, as they evolve their IoT capabilities from that of simple reporting and alerting into those that will optimize their supply chain, include the amount of data – that are growing exponentially – they are required to handle as they also struggle to and only analyzed less than half of their IoT data.
Modern supply chains require close collaboration with customers and suppliers
Organizations have made significant strides in connecting and accessing information
from third-party devices, assets and people. Over 40 percent of companies that implement IoT are gathering data from third-party mobile assets, such as trucks, vehicles, as well as integrating directly into IoT supplier networks.
Essentially, IoT-enabled infrastructure must focus on secure and trusted connections for people, processes, systems and things. Such infrastructure should be a structure that enables all forms of connections that include machine-to-machine, machine-to-person and machine-to-application, without placing undue administrative or processing burden on the organization.
IoT is more effective when all elements of the supply chain are connected —a connection that requires a seamless and secure interaction of people, systems and things. The digital supply chain is fast becoming the “Intelligent and Connected supply chain,” thus representing the next stage in digital transformation. The digital ecosystem offers a holistic approach to bringing big data, IoT, analytics and AI together to achieve dramatic business transformation.
In effect, the organization is creating a “digital ecosystem,” of which IoT devices are but one component. The ecosystem is built around a single digital backbone that connects and integrates with any person, device or enterprise system across a highly complex environment, such as a global supply chain, thus providing the foundation on which to link internal enterprise systems and external trading partner communities.
The enterprise-wide IoT platform forms the basis for deploying and managing a digital ecosystem—a central platform that will allow organizations to quickly build and deploy new IoT applications, collaborate with suppliers and customers and optimize supply chain performance while mitigating compliance risks. According to IDC, by the end of 2020, 50 percent of new IoT applications will leverage an IoT platform that offers outcome focused functionality based on comprehensive analytic capabilities.
The ultimate challenge for organizations seeking to fully take advantage of an IoT platform lies in how to drive security across the entire digital ecosystem while also ensuring safe and appropriate access
Although loT security is improving, challenges remain as seventy-five percent of companies list security as their chief consideration when selecting connectivity for IoT projects.
Among IoT users, security is certainly their primary concern. Organizations therefore need an exacting means of protecting devices, data, systems and enterprises from cyberattacks and privacy breaches. Security is aimed at guaranteeing trusted interactions among all entities in the IoT network. It is predicted that by 2020, there will be 215 trillion stable connections with 63 million new ones every second.
Likewise, as IoT connections grow so will trusted interactions, which will become increasingly essential. Each connection must therefore be cautiously managed, while the IoT platform enables data flow into processes across the supply chain.
Reliable estimates suggest that many IoT devices have security vulnerabilities and that 81 percent of all cyberattacks were credentials-based. Guarding the perimeter is no longer enough: security revolves around how various entities gain access to the network.
Provide secure and seamless data exchange across organizations and systems
Enable the effective management of online and offline state of entities and sync data across networks and in the cloud
Enable the management of the lifecycle of entities as roles and authorizations evolve
Control entities’ use of protected resources
Administer access and manage entities’ access
Enable the Integration of disruptive disparate technologies (cloud and on-premises apps) as well as legacy systems and data repositories
Enable the management of global compliance and governance
Seamlessly enable the connection to internal enterprise systems and external trading partner communities Security is at once a major concern and a key enabler. Within the supply chain, loT is not a task that a single organization can achieve in isolation. Rather, loT must function alongside suppliers, logistics providers and other partners. The level of collaboration needed to optimize supply chain performance requires trusted access into the systems of trading partners.
Most companies view IT security as a key enabler of building trust when moving online.
IoT platforms that enable identity-centric approaches allows organizations the flexibility to manage the lifecycle of devices, systems and people from initial provisioning to final deletion. Such platforms deliver powerful capabilities to manage the relationships between entities, and the ability to audit and track every event associated with every entity delivers complete transparency across the digital ecosystem.
These IoT platforms enable vast amounts of structured and unstructured data from various sources to be rapidly ingested and aggregated in large data sets. Unified data model allows all data to be normalized across the entire ecosystem. The platform can then apply a series of services to the data to meet the needs of the business processes within your supply chain. Its integrated advanced messaging and orchestration services enable the flow of data among devices, systems and people, thus removing the need for separate machine-to-machine, machine-to-application and machine-to-people integrations.
IoT use cases that offer the potential for great value to supply chain operations
Supply chain use cases for IoT Pervasive Visibility include knowing an item’s location, condition and delivery time is of vital importance to all supply chain operations.
With previous generation of tags and sensors that could only provide some information on location and condition, their scope were quite limited. As the elements weren’t connected, it wasn’t possible to track items in realtime. More importantly, the data they created was isolated from other relevant data. For example, a barcode could provide information about the location of a pallet when it arrived at a warehouse, but this information couldn’t be correlated with the temperature of the item during transit. IoT provides improved end-to-end visibility of goods ”from floor to store,” thus enabling the continuous and pervasive flow of data from highly connected supply chain assets during every stage of the process. This visibility includes tracking and monitoring of multi-modal 3PL providers, optimization of warehouse operations and improvements in “last mile” delivery.
The key to Persistent Visibility lies in a new generation of cloud-based Geographical Positioning Systems (GPS) and Radio Frequency Identification (RFID) tags and sensors
These tags and sensors provide granular, realtime information of item identity, location and other tracking information. They also provide environmental information such as temperature, humidity and even the condition of the pallet.
With Pervasive Visibility, the supply chain professional has a complete picture of every item as it passes though the supply chain, allowing the organization to achieve unprecedented levels of control and transparency to ensure that the right product is delivered at the right time in the right condition and at the right cost. Pervasive visibility is also useful in the monitoring of perishable goods moving through a supply chain.
Through continuous monitoring, it is possible to measure the performance of any asset in the supply chain and effect change when required. Pervasive visibility delivers complete control, which means knowing what assets are currently doing and what they will do next.
This data facilitates analysis that identifies when assets are underperforming and how to better utilize assets to improve business performance. In this way, an organization can begin to increase the automation within business processes to eliminate manual intervention, improve quality and reduce costs.
The connected vehicle is one of the breakthrough use cases for IoT. Today, millions of car owners are benefiting from a series of in-car services, including predictive maintenance and emergency support, delivered from a central IoT platform. The connected vehicle has even greater application within the commercial world as the basis for improved fleet management. For example, a container in transit can be tracked by the meter or by the second. Not only can trucks continually report on the performance of the vehicle and the condition of the cargo, but they can also communicate with the driver to advise on optimal speeds and routes.
Combining IoT with other supply chain systems creates a “smart warehouse” that can boost responsiveness and efficiency. Using sensors, tags on pallets, video cameras and wearable devices, such as smart watches and glasses, staff can chart each item’s optimal time and path prior to its arrival. In addition, IoT can improve the performance and safety of autonomous vehicles—such as forklifts—as they travel around the warehouse.
Reduced supply chain risk With so many geographically dispersed organizations in the global supply chain, there is ample room for uncertainty, which breeds supply chain risk. Any number of factors can affect or delay order fulfilment. Although reduced supply chain risk has previously been difficult to predict and control, IoT can improve control over goods in transit. At a tactical level, IoT can provide constant information on road and weather conditions to the driver and head office to plot the optimum delivery route. This feature enables constant delivery status in realtime to the customer, thereby creating an enriched customer experience.
Strategically, IoT, when used in conjunction with AI and analytics, becomes extremely good at predicting and planning for adverse events (such as natural disasters) with the aim of reducing risk and increasing business continuity.
Proactive Replenishment and Improved Customer Experience
With inventory optimization being key to every company, reducing inventory levels while improving customer experience requires the ability to automate much of the replenishment process in order to continuously monitor stock levels and restock as required.
Likewise, avoiding out of stock situations that may lead to lost sales entail adding tags and sensors can be added to all items. Connecting the sensors to the Warehouse Management System can provide realtime inventory visibility. Like monitoring the stock levels, IoT platforms can indicate the condition of each item, such as the storage temperature or expiration date, to ensure the quality of the items in the supply chain.
Scanning pallets before they leave the warehouse, will ensure that the right items are shipped in the right order, during outbound delivery, and automatically update stock levels while also triggering the replenishment process when ever required.
The growing use of IoT in the retail and store environments allows an organization to capture in-depth information on customer preferences. Along with consumption monitoring analytics, shelf sensors provide immediate notification when retailers are running low on stock and can automatically trigger replenishment. Likewise, IoT data also enable quick and accurate prediction of future buying patterns. That way, companies can start building their inventory based on actual customer demand, therefore reducing the amount of stock held in the supply chain to ensure the correct levels of availability
Being able to predict when part of sub-system of a serviceable product is likely to fail continues to be a key investment area for the supply chain. Whether a given a part is within the production process, the warehousing environment or part of a connected fleet vehicle, IoT enables proactive monitoring and analysis that can boost the performance and lifespan of the part as well as ensuring the availability of the entire sub-system.
Predictive maintenance is a key use case in IoT
By attaching sensors to physical assets, they’re able to emit instant alerts to the supply chain professionals when it is operating outside acceptable levels. When applied to advanced analytics and machine learning, the IoT platform can determine whether the part needs to be replaced or repaired and then automatically trigger the correct process.
This conclusion is not only from the history and past performance of a particular asset, but also from a range of data sources covering similar asset types, sub-systems and operating conditions—information that can provide intelligence and enable a more informed decision.
For example, the flow rate sensor attached to a hydraulic pump on a train’s braking system may alert the IoT platform to pressure loss in the hydraulic pump. The machine learning and AI capabilities within the IoT platform can then decide whether to repair or replace the part. The IoT platform then automatically triggers the correct process (either to repair or replace a failing part) and initiates any supporting processes, such as parts ordering, work orders and documentation exchange needed to ensure that maintenance is completed as quickly and efficiently as possible.
Organizations are currently reaping competitive advantage by managing their supply chains as a strategic asset. Increasingly, companies are working with suppliers worldwide to increase supply chain efficiency and collaborate on ways to drive customer experience and create new products. Indeed, with operational efficiencies and revenue opportunities, the IoT is set to revolutionize the supply chain—offering the potential to radically improve the performance of its supply chain. However, like the supply chain itself, IoT-based solutions involve a complex ecosystem of devices, systems and people. Reaping the full benefit of any IoT investment, then, requires an enterprise IoT platform that can quickly and easily create new IoT applications that address the key use cases—such as Pervasive Visibility, Proactive Replenishment and Predictive Maintenance—for IoT in the supply chain.
Advanced Identity and Access Management must be one of the platform’s core components. Thus, it is crucial to implement an IoT platform that allows organizations to enable the secure and trusted interactions needed to achieve close collaboration with trading partners and optimization across the entire supply chain operations.
Can be found at America’s food Basket Supermarkets
1 cup Blue Label Diri Shela basmati rice
3/4 teaspoon coarse salt( if desired)
1 tablespoon Coconut oil
1tspn Freshly Squeezed Lemon Juice
1 large carrot, shredded
6 minced fresh garlic cloves
1 tablespoon minced, peeled fresh ginger
1 3/4 cups water
1. In a medium saucepan, heat olive oil over medium-low heat. Add onion and carrot; cook, stirring frequently, until onion is very tender, 15 to 20 minutes.
We Need More Women Leaders Now | Reject The Archaic Perception
2. Add garlic cloves and ginger; cook 2 minutes.
3. Add Blue Label Diri Shela basmati rice, stirring to coat. Add water and coarse salt(if desired); bring to a boil. Reduce to a simmer; cover, and cook until rice is tender, 17 to 20 minutes (add a little more water and coconut oil, if pan becomes dry)