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I read an interesting article today about safety by Mari-len De Guzman on Cos-Mag.com, an occupational safety e-magazine for Canadian manufacturers. At the CSSE (or, Canadian Society of Safety Engineering) conference in Niagara Falls this week, Los Alamos National Laboratory safety expert, Todd Conklin, spoke about how many manufacturing and industrial companies look at safety issues. He pointed out that, rather than continually blame operator-error for most failures and safety problems, it is more systemic, stating that: workers get hurt when they find themselves in situations where it's hard to be safe and easy to get hurt. With that in mind, he offered several potential causes for failure or safety incidents and ways to combat them. First, he said that humans make mistakes, so he advised that it is important to anticipate those potential mistakes and have several levels of defensive safety measures. Next, he suggested that companies should anticipate that unforeseeable events can happen, and WILL happen, so employers and safety managers need to keep this in mind. Learning is another tip Conklin pointed out. Whenever something bad happens, the best defense next time is to learn as much as we can from the event. We can learn many things, like defenses, unsafe speeds, too much load, proximity to dangerous equipment or products, etc. Finally, he also advised managers to approach safety or failure issues (and the operators involved) with caution. He warned that being positive and asking things in a proactive manner can give a much better reply or response, as follows: Instead of asking a worker, "what have you done, now?" ask them, "how do we set this up so failure doesn't happen again." By asking the right question, employers can get a more operational-centric answer. I really thought this was great info. It might seem like common sense to some, safety matters and needs to be one step ahead of the production line. I also more or less agree with Con

On the A Lean Journey blog, Tim McMahon offered up the reins to Lean Six Sigma writer, Kathryn Thompson, about a case study in lean manufacturing and six sigma. Inappropriately titled "The Successes of Lean Manufacturing and Six Sigma: A Case Study," Thompson's post is sparse on details and any data backing up the claim that Midlake Products is a decent model for lean and six sigma. No disrespect intended toward Ms. Thomson, but this article is NOT a case study. It reads more like a press release for Midlake Products. Thompson's post gives a summary of this company's lean six sigma background and links to their website which, for all intents and purposes, is devoid of any significant examples of how they implemented lean or six sigma and what the pros/cons included. A case study is something that gives a reader some indication of a need for improvements, the processes implemented, and results. They are important documents for anyone who is contemplating starting a program and looking for basic firsthand perspectives from professionals in their industry or comparable production models. If one were to desire a real case study on the matter, I'd recommend this one from Lean Enterprise Institute for starters. It lays out the information in a more traditional way.

It happens to all of us in every day life, from time to time uneven ground, slippery surfaces, or a momentary distraction can send us tumbling. In most cases, we're lucky to walk away relatively unscathed, but slips, trips, and falls can also cause major injuries and complications. This is especially true in the workplace, where heavy equipment, moving vehicles, and other factors can be involved. Let's take a look at some effective methods you can improve your efforts to prevent these common injuries. Why You Should Care While slips and falls can be serious, we witness minor tumbles more often, desensitizing us to the potential for injury, death, and work loss days as a result. To counter this perception, however, the U.S. Department of Labor put out some startling statistics: According to reports filed, slips, trips, and falls are second only to motor vehicle incidents in accidental deaths every single year. Furthermore, one quarter of all injury claims filed in a year will come from slips and falls, and the estimated work days lost per year to related injuries number nearly 100 million in the U.S. alone - accounting for over 60% of all work days lost. Clearly, there are improvements to be made, and a large cumulative consequence when they are not. Decreasing Trip, Slip, and Fall Frequency caution-wet-floor-signMinimize slippery areas: Depending on the type of business you're in, the areas that become greasy or slippery in your workplace, and the root causes behind them, are going to be different. In a restaurant kitchen or food-related establishment, kitchen floors may become slippery with water or greasy from food scraps. In a production facility, a material spill might leave a floor dangerously slick. In a supply yard, sawdust, dust, or machine grease and grime might account for your most dangerous slipping hazards. While slippery areas are sometimes unavoidable, the length of time areas are slippery can be controlled and minimized. Make it employee pr

Waste water treatment plants are usually operated by municipalities or private utility companies, and are regulated by the states wherein they reside, but their standards were enacted by the U.S. Environmental Protection Agency (EPA). According to the Safe Drinking Water Act of 1974 (amended in 1986 and 1996), all local treatment systems are regulated so that the water they treat is tested for contamination, their improvement plans are reviewed, they have onsite inspection to ensure that machinery and sanitation efforts are functioning properly, that personnel are properly trained, and that they comply with all standards (or face stiff penalties). On top of these regulations are safety expectations imposed by the Occupational Health and Safety Administration (OSHA) under the U.S. Department of Labor. Waste water treatment plants have so many potentially hazardous areas that can impact people, directly and indirectly. Who is Affected? Directly, employees at the plant run the risk of workplace injuries from working around the huge pumps, walking near and above open water treatment containment tanks, agitator pools, furnaces, pipes, and various other facility obstacles, machinery and equipment which can create pitfalls for unsuspecting workers. Indirectly, end users of the treated water run the risk of drinking and using improperly treated water, but this post is primarily concerned with the safety of workers and visitors to the treatment plant. Ways to Make It Safe Pump pipe marking label image from wikipedia Workers who must work near open vats of raw sewage or even treated water should have all opportunities for falling into the water prevented via various safety devices, warning signs, or precautions. Potentially hazardous holding tanks or agitators should have traction tape laid on walkways or catwalks to reduce slipping. All pipes should be clearly marked with pipe marking labels to display what the contents of the pipes are. Any electric panels should b

Tips & Tricks for Efficiently Tracking Lean Projects Recently, we wrote about a couple of problems facing many Lean practitioners. These were problems that hindered their learning process and often caused overconfidence. Amongst the advice to help combat these problems arose the need for detailed tracking and note taking with regards to practice and progress. Being able to accurately track not only the effects but also the process of a Lean project is critical to ongoing success, and is a key to stimulating growth amongst not only the receiving end of your project objectives, but also amongst the employees and Lean practitioners themselves. To start off, let's take a look at the current state of Lean project tracking for many Lean practitioners. A recent LinkedIn discussion posed the very question of project tracking, and sought to understand a few different distinct metrics. In addition to measuring the effectiveness of any program when it comes to completion, tracking can also be about measuring the scope of your projects, so that you can accurately project what the effects will be before you actually reach the stage at which you expect them. Part of this "scope" involves tracking exactly who is involved with your project, who is affected, and how they are progressing in their respective tasks. Where we are now First of all, it's important to evaluate the current methods that are prevalent in Lean record keeping. The LinkedIn discussion starter, self-identified as Ian R., mentions in his opening post that, when he last posed the question about a year ago, the consensus was that most practitioners were simply using excel spreadsheets for their tracking needs. While there's nothing wrong with relying on Excel for the basics, other users were quick to offer up some slicker alternatives, signaling a sharp (and welcomed, in our book) departure from some of the more basic methods. Unsurprisingly, there exist several specialist software applications whose n

It is the legal duty of any factory's management to make sure that it protects its employees from the dangers of arc flash. Most importantly, they need to comply with the OSHA industry standards which among other things, require that the management conducts a proper assessment of the arc flash hazards within and around the workplace. Have you heard about the arc flash analysis software? You need to consider it as you deal with the dangers of arc flash when working with high voltage equipment. Arc flash analysis is theoretically quite straightforward. It involves collection of data from the power distribution system. You also look at the dimensions of the electrical cables; the cross-section area and length. Once management has sourced this and other relevant information, they use the arc flash analysis software to conduct the short-circuit analysis of the system. The data realized is then used to get comparisons with the standards. With resultant data, the management is able to decide on the best PPE equipment for the employees. After using the arc flash analysis software, the resulting PPE requirement is in most cases too expensive. What can the management do to avoid paying the high costs? One way of doing this is upgrading the equipment to newer and more efficient versions. You may have noticed how easy it is for old circuit breakers to trip. This is simply because these breakers have low reaction times. The arc flash analysis software helps management to conduct sensitivity study, and the results of such a study might suggest an overhaul of the existing circuit breakers. You might be wondering whether arc flash analysis software is that important. In the industry setting, the primary concern for the manager should be the safety of employees. Arc faults are very dangerous and can cause burns, serious health complications and in some instances, death. It is important for the management to take arc flash analysis and warn of such hazards and so as to curb the

Make Construction Safety a Priority Everyone knows that construction sites can be very dangerous. The more you know about the types of danger you will face, however, will help you to take steps toward keeping everyone safe. Look over the following 10 safety facts and see what you can learn about how to improve the overall safety of your facility. In addition to using this information to help you to make safety improvements, you can also show these items to the workers at any site so they can be more aware. Some of these facts may surprise people, and cause them to be more aware of their surroundings. According to OSHA, "Nearly 6.5 million people work at approximately 252,000 construction sites across the nation on any given day. The fatal injury rate for the construction industry is higher than the national average in this category for all industries." 10 Tips to Improve Construction Safety Fact #1 - Losing your Load On construction sites people use machines to lift and move all sorts of things on a regular basis. Whether it is lifting wood or metal beams, or you are digging out dirt to prepare to lay a foundation, this is an essential part of most jobs. The vast majority of times this type of activity goes very smoothly and the jobs are completed without incident. The fact is, however, that having loads come loose while in transit is actually a leading cause of injury on construction sites. You need to keep in mind that even if you don't lose the entire load, people can be severely injured from even one thing falling out of a crane or back hoe. With this in mind, people working on site need to know to stay well away from this machinery, and the machine operators need to know to avoid moving items when people are nearby. Fact #2 - Entering and Leaving Heavy Machinery Another safety issue related to working with heavy machinery is related to operators getting on and off of the rigs that they will be working on. While this is something that they of

One of the most common injuries plaguing nearly any industrial business is the eye injury. The human eye is susceptible to damage from a variety of different sources, however, most eye injuries stem from exposure to chemicals, paints, solvents, allergens, sawdust, laboratory materials, etc. However, it is important to remember that nearly ninety percent of all eye injuries are preventable when proper procedures are followed and adequate eye protection is used. The right type of goggles, depending upon the job, can protect the eyes from coming into contact with nearly any eye irritating contaminant. Nonetheless, eye injuries still seem to occur and businesses need to be ready and prepared just in case an eye injury does happen. One of the best ways to provide immediate support to an injured eye is to utilize the help of an eyewash station. Guidelines for Eyewash Stations When it comes to the safety standards related to primary eyewash stations, OSHA sets the overall requirements. However, it is ANSI (American National Standards Institute) that is the entity who provides the necessary guidelines that employers must follow regarding the design, type, performance, location, and details specific to any eyewash station. Even though the ANSI z358.1-2009 covers the guidelines for all types of eyewash equipment such as emergency showers, eyewash stations, face washes, and combination units, we are going to focus on guidelines related to eyewash stations. Tips for Compliance with ANSI's Eyewash Standard Every Second Counts! - When an eye injury occurs every second really does count. An eye injury can go from bad to catastrophic in mere seconds if the eye is not properly flushed. ANSI mandates that all eyewash be located just a short 10 second walk from any eye hazard. The path to the eyewash station must well lit and remain clear and free of debris. The eyewash station must also be properly identified with an eyewash station sign. Yes, the Water Does Matter - there

Signs are everywhere! Whether you are shopping in a large mall, visiting a zoo, or simply driving in your car, there are signs helping to guide you along your visit or journey. However, one place that signs are highly utilized is within the workplace, especially within industrial work environments. With all the safety hazards possible in different types of jobsites, appropriate workplace signs are a must to help ensure safety. View our "10 Tips For Safety Signage Part 1" Slideshare Presentation Common Signs in the Workplace Signs can convey all sorts of messages from helpful directional arrows guiding employees and visitors to a specific location all the way to urgent, danger zone messages that require people to stop and use extreme caution. Let's discuss some of the most common types of workplace signage. Restriction Signs - These signs often refer to restricted areas or zones, restricted speeds for forklifts, or restricted weight amounts. When a restricted sign is used there are often certain limits in place. Danger Signs - Signs that warn employees of danger are often high-contrast and feature the colors of black, white, and red. These signs can warn of electrical shocks, toxic materials, or any other dangerous situation. Fire Signs - This type of signage is usually white and red and can either warn employees about fire hazards or provide information on where fire safety equipment can be found. Mandatory Signs - Mandatory signs are signs requiring that certain precautions be taken before entering or utilizing an area or piece of equipment. Some mandatory signs may require employees to wear certain protective clothing before entering. Hazard Signs - Often times these signs feature the colors yellow and black. Hazard signs warn employees and visitors of potential hazards in the area. Hazard signs may warn about forklift traffic, slippery floors, or radiation risks, among many other things. Guide Signs - This type of signage is often used

How to increase strength and mobility safely If you've ever suffered a painful injury at work, you're not alone. Injuries occurring at the workplace are more common than you might think, and are not restricted to stuntmen and other daredevils. According to data compiled by Safe Work Australia in 2010, 40% of situations where compensation is paid out to employees involve joint pain or strains of joints. Think safety in the workplace top ten violationsExperiencing a workplace injury can be extremely frustrating, especially when your recovery period seems interminable. Many times, you might feel like you're ready to function as you did before only to come to the painful realization that you haven't quite recovered fully. Allowing sufficient time for rest and recovery is absolutely essential. Other than getting regular exercise involving lots of strengthening and stretching that can toughen the injured area without straining it, there are several rules you should observe when trying to heal. Manage your movement plan During your recovery, it is important that you not do anything that can aggravate the injury or strain the injured area. Have a doctor issue a Certificate of Capacity clearly and comprehensively detailing all tasks and movements you should be exempted from doing or that should be restricted upon your return to work. Take things slowly It can be immeasurably frustrating to not be able to do things that you were able to do with ease pre-injury. Instead of harping on what you cannot do, focus on what you can do. Remain positive and perform the tasks you can do as best you can. Seek the support of your co-workers for tasks that your injury makes difficult for you to undertake. Don't push through the pain Other than medication that has been prescribed by the doctor responsible for treating your injuries, avoid any other medication including painkillers or multi-medication. Such medication may have strong side effects, particularly in your vulnerab

Effective marketing also means effective communication with existing and prospective clients, so every business should make an effort to come up with methods to establish a connection with their clients. If you are operating a business, you must be aware that one great method to achieve this is to come up with excellent signage that will serve as a bridge between your business and your customers. With this, you may want to consider purchasing label maker software that will accommodate of your label printing needs. Why Opt For Label Makers? It is a fact that you can go about and look for commercial label printing if you want to accomplish the branding and labeling needs of your business. However, doing this can lead to higher marketing expenses which would have been reduced if you just depend on label makers. A lot of companies are opting for label makers for many good reasons like the following: They are simple and very convenient to use Very flexible as they can help produce labels of varying sizes Can reduce the business operating cost by a huge percentage Can be used for small and large scale marketing levels Very affordable and comes in different types and designs Depending on the size and output of different labeling and sign printing machines, using a label maker serves as a great way to establish a business without having to spend huge sums on expensive marketing strategies.

These days you may be hearing a lot talk regarding "going lean" and "implementing lean practices," what does this truly mean? When a company implements lean practices they are essentially looking at all areas within the company, evaluating processes, searching for new ways to streamline and improve current processes, all while striving to create a better and more efficient product or service. Even though the implementation of lean practices is a significant undertaking it is well worth the effort with added benefits in production, efficiency, and cost savings.

Improve Organization and Efficiency with Industrial Labeling Industrial labeling is an essential activity in any facility, and for many different reasons. For example, it can help to improve safety as well as organization and even efficiency. In fact, proper labeling can benefit almost every measurable area of the facility. If you don't already have a proactive labeling policy within your facility, look at the following ten points to see why it is so important. 1. Regulatory Compliance One of the most important reasons why you need to focus on proper industrial labeling is that it is often required by organizations like OSHA. If you are using certain hazardous chemicals, for example, you will need to have the containers labeled using the proper industry standards. In addition, you must put these types of labels on any products that contain these chemicals before you ship them out. There may be other regulations where you need to have proper labeling too. Machines and pipes that use or transport hazardous items will often need to be properly labeled. Even if it is just steam that is being transported, you should likely have it clearly noted so nobody accidently burns themselves while working in the area. 2. Tracking Maintenance Tasks Many facilities will use industrial labeling to distinguish different machines or vehicles within the facility. This is much easier to use than checking the VIN or serial number each time, and it can make scheduling the maintenance of these items much easier. If you have an industrial label maker, you can print off a label that has a bar code or other easily identify mark. This can then be scanned by the maintenance team every time they change the oil or perform any other type of work. This can help them to log all the activities they have done, and even make it so all their activities are tracked through computer programs. However you decide to actually track and store the information, you will find that having each machine ta

When running any sort of physical production based business, you will often have stock on hand. Instead of only stocking for a short time, there will be a "backup" supply of products that can be called upon as demand changes. This is known as "just in case" manufacturing and is highly common in most industries. However, several decades ago, the rise of lean business gave way to the concept of "just in time" manufacturing. In a just in time, or JIT, system, products are made as they are demanded and there is little to (ideally) no back-stock at any time. Why go lean? The idea behind JIT manufacturing is that one can eliminate several kinds of waste by taking away the need to keep inventory of excess stock. From now on, equate "stock" to "excess stock" or the concept of having too much on hand, because in a JIT environment "stock" doesn't really exist outside of individual orders. When you don't have to keep inventory, employees free up their time for other projects and tasks. Also, you have less paperwork to manage, and can focus on other things, like workplace safety, new profitability angles and marketing strategies, etc. Another reason to go to a JIT model is that you increase accountability of management. Because you have no inventory to fall back on in a JIT situation, inventory cannot be used as a crutch to make up for other problems. Slow, inefficient production is often masked by a stockpile of inventory, making it harder to realize certain areas of production may need improvement - these may include machine functionality, worker habits, reliability, and inadequate space management. Another huge place you save by adopting this method is in transportation. Materials do not need to be stocked at various sites and you need to do much less transporting. You will eliminate time wasted in transit when there is traffic or road congestion, and you'll even be more environmentally friendly by reducing fuel burned for shipping purposes

In the U.S News and World Report online article, "Corporate Outlooks Worse than During Financial Crisis," author Danielle Kurtzleben explains that the Thomson Reuters research company recently reported that almost a 5 to 1 ratio of the S&P 500 companies were reporting negative earnings guidance, which indicates either poor earnings projections due to real reasons, or pure pessimism. Kurtzleben also ponders if these reports may be from companies dialing back their goals, in order to exceed them at the end of the quarter. My first inclination is that the latter is more of the culprit. Companies are "lowering the bar" so they can look like they've exceeded their expectations, and so economic reports will secure some semblance of investor confidence for their stock. It's smart, but only if they all do it en masse, like we're seeing here. This way, it will give the sense that the entire market is doing poorly, and the company HAD to lower expectations.

The GHS and You - 5 Big Changes April 10, 2014 by Tony Ferraro If your workplace handles chemicals, particularly as the initial producer or as a distributor to clients, it's time to familiarize yourself with the global harmonization system (GHS) of classification and labeling chemicals, or the GHS, for short. What is the GHS? The GHS, first proposed to the United Nations in 1992, is an attempt at bringing some uniformity to the chemical labeling procedures of the developed world. Member nations, based upon their own time-frames, signed on to promise to convert to the GHS method of labeling chemical substances by a certain date. The idea was and still remains to make international business and production easier by having chemical labeling procedures that wouldn't slow down import and export, and would be easy for everyone involved to understand. This also greatly reduces transport costs as materials aren't having to be re-labeled or re-inspected as they cross borders. Last, but certainly not least, the GHS protects workers by ensuring the risks of handling any given material are clearly stated in an easy to understand manner from the beginning. According the UN's publishing of a GHS guide, the following are succinct statements of the GHS' most important goals: Defining health, physical and environmental hazards of chemicals: Creating classification processes that use available data on chemicals for comparison with the defined hazard criteria; and Communicating hazard information, as well as protective measures, on labels and Safety Data Sheets (SDS). OSHA.gov - GHS What does this mean for me? In the United States, the time-frame for adoption is staggered over several stages. On March 2012, the final rule for how workplaces should adopt their policies was published, and employees were required to be trained on these new procedures by December 1, 2013. Interestingly enough, the adoption of the standard by product manufacturers is not required until Ju

Eliminate Losses When looking for ways to improve the profitability of a manufacturing facility it is important to look at the things you have the most control over. While it would be nice if you could just double the number of orders you have to fill, that is typically not going to be possible. What you can do, however, is look at how you can eliminate losses that eat away at the bottom line. There are six big losses that most manufacturing facilities experience. While it may not be possible to completely eliminate these losses, it is typically possible to take steps to reduce them quite significantly. When done properly, this can help ensure your facility operates more efficiently, which will have a very positive impact on the overall profitability of the company.

If you are planning on purchasing an industrial-grade thermal label printer, you need to weigh several factors. Let's face it, these kind of machines are not cheap-they aren't like the flimsy ones that folks buy to make organizational labels for their home, or for scrapbooking-these are commercial level equipment, and they're designed to hold up to all the rigors of an industrial operation. Pipe Marking Labels So, with that in mind, here are the top 6 factors you should consider before you buy an industrial label maker: 1. Purpose: First off, what do you need to make heavy-duty labels for? Sure, these types of printers can make funny bumper stickers with a catchy slogan on it-but what do you REALLY need it for? Common uses for these are for making lots and lots of pipe markers, arc flash labels, and NFPA 704 "diamond" signs. They're also great for making safety slogans, caution and warning signs, 5S, lean, kaizen, and traffic marking stickers. Depending on how many you need, you might need to use it every day, or for sporadic printings throughout the year. These printers are great, because most of them can print on label tape up to 4 inches wide, and can spit labels out much quicker than those store-bought consumer ones. They can also take the heat and tougher environments of factories and warehouses. 2. Durability: Modern label makers are nearly flawless at their job. They use thermal transfer ribbons and heat seal the text or graphics from the ribbon to a compatible thermal label. This allows for a product that will last for many years before seeing much physical degradation or fading. They are water-resistant and even resist chemical wear. 3. Ease of Use: Many label makers come with their own proprietary software, but I would recommend buying a label maker that can be used with any kind of word processing software or even programs like Photoshop. This way, if you have a change in employees, move offices, or just plain lose the or

The Occupational Safety and Health Administration or OSHA is dedicated to the health and well-being of employees while on the job. Day in and day out employees are exposed to potentially dangerous situations based upon their specific job functions. Whether a person is employed at a manufacturing facility, an auto body shop, or within a large warehouse, OSHA regulations aim to provide the warnings needed to keep hazards at a minimum and keep employees informed about their surroundings. One of ways in which employees are kept informed about the hazards and dangers within their work environments is through the usage of warning labels. Types of OSHA Warning Labels and Signs The term warning label or sign can be used interchangeably in regards to OSHA's recommendations for hazard warning. There are basically three types of labels or signs outlined within OSHA 1910.145 and they are used to indicate danger, caution, or general safety instruction. Danger Sign/Labels: Danger labels or signs should feature the colors or red, black, and white. Employees should be informed that whenever danger signs or labels are posted they should exercise extreme caution as many hazards are immediate. This does not mean dangers are possible, it means they are imminent if certain things were to happen. Caution Sign/Labels: Any signage or labels indicating caution should feature a yellow background with black lettering. Caution labels or signs should be used to inform employees about potential hazards. This is unlike danger signs, since dangers signs indicate certain dangers that ARE there, while caution indicates that hazards are just simply POSSIBLE. Safety Instruction Sign/Labels: The standard background should be white, with black letters upon the white background. In addition, on the panel, green with white letters may also be used. This type of warning label or sign is used when general information related to certain safety practices is available. Furthermore, OSHA indicates in 19

Much has and needs to be said about an enterprise's AI strategy. Artificial Intelligence or AI is considered a fundamentally disruptive technology similar to the steam engine, electricity etc, a technology that will be pervasive and absolute in its impact on the world and its inhabitants. The ability to find hidden patterns to predict the future or detect a behavior has massive implications across the world, in every industry, sector, and domain. When faced with this realization, enterprise's can find themselves stuck, paralyzed and unsure about how to proceed. The field of AI is decades old already and the early success stories have been practicing AI for multiple years already with the tech industry leading the way. How can an enterprise that has no experience and competency in this area let alone lead the technology or even leverage it appropriately to drive business value? When developing the AI strategy, two ideas are paramount. First, this a fundamentally disruptive technology and the enterprise will need to establish it as a core competency for the foreseeable future. Not doing so will not be an option. Second, a long-term plan to success is superseded by the need to drive quick wins and small successes not only to build confidence but use real-world experience to develop and hone that skill. The Short-Term AI Strategy The short-term AI strategy should focus on driving immediate business value through enhanced customer experiences that leverage any field of AI be it machine learning, deep learning, natural language processing etc. Driving the usage and deployment of AI in front of an end user making them smarter, productive and better informed can pay rich dividends by not only helping the enterprise can real-world experience, but it can also give a perception boost to the company as being innovative and cutting edge. However, most importantly, this can highlight and promote the success and potential of AI in the enterprise and encourage a snowball eff