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Success with AI is heavily influenced by the data maturity of an organization i.e. their ability to procure, clean, curate, store and analyze data to power value generating applications. A data-mature enterprise know what data it has, knows what the data means and can ensure that the data is accessible to whoever needs it. Unfortunately, the past few years, driven by the big data hype, have encouraged enterprises to focus on updating their data infrastructure to leverage new big data technologies. With a lot more data now available, enterprises already stuck with massive data storage costs, are being forced to choose between storing data that might eventually be useful for stabilizing, if not reducing their storage costs.

Enterprises across the board have a lot of untapped potential in their data. The data is not only relevant and useful within the enterprise but can be a valuable source of insights for the enterprise partners and customers. In some cases, the value of this data can be high that partners and customers are willing to pay extra to get access to this information at a certain fidelity, freshness or scope. Enterprises that do not have a clear and coherent monetization strategy are leaving money on the table. In addition, they stand to lose customers to competitors who gain the first movers advantage by addressing this market need. The Value of Data The first step in determining a monetization strategy is an audit of the enterprise data assets and a determination of the customers who are interesting and willing to pay a premium for access to this data. The Value of Data is proportional to the following: Freshness The more "fresh" a dataset is higher its value typically. This is because there is an advantage in the early visibility provided by first access to new information. 'Freshness' is defined the latency between the creation of data and the delivery of the data to the consumer. Consumers of data will pay a premium for fresh data if it fits into their decision and action strategy. Fidelity Higher the "fidelity" of data i.e. how much detail a particular data point carries also increases the value of the data in the eyes of the data consumer. Higher fidelity data offers more information and detail enabling the consumer to design highly valuable analysis that leverages the additional details offering a deeper insight into the situation at the present or historically. Raw The more "raw" a data set, higher its value as it can support a much larger set of analysis scenarios that a processed data set could support. Data sets that are aggregated, sampled, filtered or transformed can have a lower value as they can severely limit the type of analysis. Raw

Fire extinguisher Maintenance Fire extinguisher servicing or maintenance is required annually as per British Standard BS BS5306:Part 3:2009. This is carried out to ensure that the extinguishers are safe and will always function in the event of a fire. Independent Fire Services will always carry out maintenance to BS5306:Part 3:2017. Ensure your fire extinguishers are supplied and maintained to the highest standards by always using a third party accredited company such as Independent Fire Services Ltd which is accredited with BAFE (British Approvals for Fire Equipment). To gain this accreditation the company had achieve ISO 9001. Our engineers must do extinguisher maintenance re-fresher training every three years and also have an external audit within the same time frame. Fire Extinguisher Supply Independent Fire Services supply extinguishers of the highest standard. All of our fire extinguishers are supplied to BS EN3 standards and are BAFE approved and carry a five year guarantee if maintained by us. The range of fire extinguishers we offer includes: . Water extinguishers . CO2 extinguishers . Foam extinguishers . Powder extinguishers . Wet chemical extinguishers . Specialty Extinguishers Fire Safety Training Current UK legislation requires employers to provide training in the actions to be taken in the event of fire. We can help you meet this requirement by providing a range of comprehensive fire training courses, that include: Basic Fire Safety Fire Safety Awareness Fire WardensMarshall Training Train The Trainer Ensure you comply with government legislation and read more about our fire training courses. Dry Riser Testing and Maintenance In buildings which have Dry Risers these must comply with British Standard BS9990:2015. The annual testing and maintenance of Dry Risers is the responsibility of the property owners or managing agents. British Standard 9990:2015 recommends that the system is visually inspect

At the backbone of any successful production operation is worker safety. You know it, I know it, and yet it's still talked and written about thousands of times every single day. Usually in the name of ongoing improvement, these discussions and articles namely touch on the technical aspects of safety programs: Writing procedures, keeping signage up to date and code, the maintaining and use of personal safety equipment, the elimination of hazards in the work space, the list goes on and on. However, one topic seldom touched on is attitude and mindset with regard to safety - and this extends beyond the employees themselves. In fact, as a manager, it is YOUR responsibility to first don a mindset that allows you to think openly and improve your operation with the best interests of all of those involved in mind. In this blog post, we're going to go over a few ways to keep your safety operations positive, effective, and constantly improving.

When it comes to safety, we all want to do our best and keep our workers out of harm's way. However, wanting and doing are two different things, and governing safety bodies like OSHA are there to make sure that the "doing" part gets done. In fact, OSHA can come inspect a factory or workfloor without notice. While they aren't trying to trick you, they do want to make sure that people who aren't following the rules are caught a bit off guard so that anything that needs fixed can get done before someone gets hurt. In general, if you're doing what you're supposed to and following the rules (and keeping on top of recent updates) you've got nothing to worry about. However, here are a few things you can do to make sure that your visit goes over smoothly and that you get a stellar review from the organization. Do Your Own Inspections One of the easiest ways to prepare is to do your own inspection or have someone come in and do one for you. The point is that it can be easier to catch things and have a unique perspective when actually walking through and putting yourself in the mindset of someone outside of the company, whose sole concern is safety. This kind of thoroughness will trump looking through a safety checklist and thinking "yep, did that one" every time. The other great thing about a mock inspection is that it will condition/get your workers used to having a third party evaluate them and watch them at work, which brings us to… Prepare Your Employees One problem that can come up throughout the course of an OSHA evaluation is employee behavior. Sometimes, being watched can be nervewracking, and for others it can be insulting to have someone glancing in their direction and scribbling something down on a clipboard. In your mock inspections, you can let people know that it's nothing to worry about and that in the event someone does come in to observe, they can just continue working as normal because they're doing everything right already. Ev

Improving and Implementing Safety Lean Manufacturing Safety Lean ManufacturingWhen people look at facility improvement opportunities they often look at process improvement methodologies, such as Lean Manufacturing. Another thing that is commonly reviewed is facility safety improvements. In many cases, however, they don't see that using lean manufacturing techniques can often also provide safety improvements. Thinking about safety lean manufacturing will allow you to make improvements throughout your facility in a way that will not only reduce waste and increase profitability, but also help improve safety at the same time. The following are five examples of how lean can directly improve safety within your facility. According to DesignSafe's document on, Integrating Safety and Lean Manufacturing Safety must not be viewed as a separate activity that is a non value-added effort with objectives contrary to lean concepts. Elimination of waste can also be interpreted as the elimination or minimization of risk that adversely affects wasted human resources and lost time from injuries. Lean imperatives of faster, better, and cheaper must encompass the issue of running safer as well. Safety Lean Manufacturing - Top 5 ways to Combine Them 1. Eliminate Overproduction to Reduce Unnecessary Interaction with Machines Safety Lean Manufacturing OverproductionOne important focus for lean manufacturing is the elimination of over production. While this is mainly done to help eliminate waste, it will also make for a safer facility because people won't be working on the machines as much. Any interaction with the machine is an opportunity for an accident, so this is a good move for safety too. Look also at the fact that when people are spending more hours working at a machine, they are likely to be more fatigued, which increases the risk for accidents and injuries. 2. Listening to Employees Improvement Ideas One of the trademarks of a good lean manufacturing program is t

Large scale industrial units are devilishly hard to manage. There are hundreds of employees working under an establishment and the number of equipment, tools and machine components used are countless. If the tools and equipment are not categorized and stored systematically, then a lot of time is wasted in finding the appropriate tool or machine component before starting any job. To minimize this waste of time, the tools, equipment and different machine components are kept on different racks, which are categorized by rack labels. The labels distinguish the racks from each other and tell the employees what is stored in which rack. This article is going to discuss the need of getting the racks labeled, and the different types of rack labels available in the market. There are different types of rack labels available in the market such as the polyester warehouse label, multi level rack warehouse signs, magnetic warehouse labels, cold storage labels, cold storage rack placards, cover-up labels. These different varieties of labels are used for different types of storage units. Let us discuss in depth the different types of rack labels. The polyester warehouse labels are the toughest labels in terms of the physical abuse, shocks and harsh industrial conditions, they are withstood. These levels are better than the paper labels because they are tear resistant. There is a polyester film over the labels which protect the text from chemicals and abrasion. The adhesive used on the polyester labels help in creating strong bonds over any kind of surface. The labels are available in all kinds of custom sizes and shapes. The multi level rack warehouse signs are designed to get rid of the requirement to have long range scanners as they help in identifying multiple rack labels with one single label, which contains information about all the racks. The magnetic warehouse labels come handy when the labels are needed to be relocated over and over again. The labels are provided with mag

When most people think of LEAN, they think of manufacturing, and it is no surprise why. A recent post by Mark Bridges in the "Lean Six Sigma and Continuous Improvement Group" on LinkedIn, brings up the idea of using Lean strategies in an office environment. His post looked specifically at how the office side of a manufacturing company can benefit from Lean concepts. His ideas, however, can be applied to any office environment. Taking active steps to eliminate waste can save companies money whether it is eliminating excessive inventory made by a manufacturing line, or eliminating the need for excessive drive space on an email server due to unrestricted storage policies. Northcote Parkinson's Theorem One of the most interesting parts of his post discussed what is called the Northcote Parkinson's Theorem. This theorem states that, "…Over and above a certain size, an office style organization can generate enough work to busy itself with!" This is a simple way of saying that while office work may be necessary, it can easily become a bottomless pit of inefficiency. One can't help but recall the scene from the movie, "Office Space" where the manager drones on and on about the importance of "TPS Reports." This scene is so memorable to many people who work in office environments because it is so relatable. So, how can lean help to eliminate 'TPS Reports' and other forms of inefficiency in the office environment? The post and the comments people made agree that Lean manufacturing strategies can be used in office environments with minimal adjustment. This is a perfect example of waste in the office, and how Lean strategies can help to avoid them. Office environments print off reports, spreadsheets, emails, and any number of other things. Many employees have the idea that as long as they recycle the paper when done, it isn't wasteful. While recycling may be better for the environment, it really doesn't help the company's bottom line. In

Safety in foreign countries is way below the standards of the USA, but you can actually find the they exact same problem of wiring and code violations maybe even in your own house or work. As may works cut corners in the hope to speed up the project not really caring about the purchaser. It is very disheartening that in spite of several laws, codes and stipulations by the government, we are witnessing so many accidents. The need of the hour is to spread safety awareness so as to instil confidence in people that the government is very clear about enforcing all laws and regulations to avoid accidents. The main focus areas are homes, where gadgets like LPG stoves, induction heaters and microwave ovens, if not used safely, could lead to serious accidents. The international precautionary indication is that LPG is strongly blended with smelling agents so that leaks are detected, but due to a lack of knowledge and awareness, timely action is not taken, resulting in nasty accidents and loss of lives. Use of substandard electrical wires and switches, inserting wires into sockets without plugs and improper earthing are the main reasons for accidents due to electricity. It is advisable to use appliances of standard makes and which are BIS marked. The placing of air conditioners in the correct positions and using non-flammable switch boxes would avoid mishaps. The use of ELCBS and flame-proof wiring will assure us of safety from electric shocks at homes. Safety audits Safety in schools is of primary importance. Playground equipment, swimming pools, auditoriums and laboratories are to be professionally managed. Periodic inspections and safety audits are to be conducted by accredited third parties and the reports communicated to parents so as to reassure them that their children are in a safe atmosphere. Lab equipment and hazardous chemicals are to be handled after thorough training. Vehicular traffic involving children has to be monitored closely. Safety levels in hospitals are

Catchball may sound like a game of throwing and catching a ball, and in Japan it is a game just as that. However, catchball is also a common business practice used in lean businesses during the strategy deployment phase of Hoshin Kanri or simply Hoshin Planning. Needless to say, it does not include the use of an actual ball. Instead, it is more of a figurative term used to describe the process of sharing thoughts, ideas, and comments regarding proposed business or process changes and improvements. Instead of tossing a ball from person to person, think of it more as tossing thoughts or ideas from person to person. Catchball is an active communication session where participates are urged to contribute in order to explore all possibilities and come up with diverse working solutions and ideas. During catchball questions are answered, strategies are explored, priorities are defined, and shared understandings are built. Just as meetings can be formal or informal the same goes for catchball sessions. However, one difference between a meeting and a catchball session is that in catchball everyone should be contributing, while meetings are often led by a manager or similar ranked personnel while everyone else basically listens and takes notes.

Workplace practices for keeping employees safe and improving the safety of their environments has improved vastly over the past century. While part of this improvement comes, without a doubt, from the vast leaps in technology. An equally important piece of the puzzle comes from what we've learned from experience. For the most part, processes that don't work get phased out while those that do get brought conveniently to the forefront of publications and articles to help industries constantly re-invent and improve their "best practices" for safety. One system we're glad to see making its exit in recent years, is the "simple" safety system, in which safety statistics and decisions are based almost exclusively on the opinions of management and the actual reported accidents and injuries that occur on the job. While the latter part of that system can provide useful data, it is reactionary rather than preventative, and requires someone to get injured or property to get damaged before corrective measures are taken.

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You have installed Google's Pie software in your Android phone, but since then, you are noticing small issues which has a common theme with Android updates. Android 9 has made significant changes, but unfortunately, not all the adjustments are easy to follow. In this article, we will discuss four Android 9 problems plaguing users. We suggest to follow the best Android website in India for up to date news about Android and available apps. The Smart text selection If a new overview is not working in text selection, then it is the time to troubleshoot. You have to long press at an open space anywhere in your home screen. Select "settings", then "suggestions", move your cursor a little bit down to check whether the overview selection is turned off or not. Turn it on and your problem will vanish. If this trick does not work for you, then go to "settings" and select "languages and input". You need to check whether you have selected English (United States) as your language. If you have selected any other language, then it may be the source of the issue. The current hypothesis is that Google has set limits for this feature and hence, why it works best when in combination with United States English. Steps to activate split screen mode This is a common complaint, but unfortunately, at this point in time, there is no satisfactory solution to this issue. You do not need to get disheartened because there are third-party apps which will fill the void. These apps will make it easier to activate split screen function in your Android 9 device. There are free apps as well as paid which will allow you to initiate the split screen mode in your device. Adjusting the ringer volume If you are facing this issue, don't worry, you have company. Many Android enthusiasts miss old ringer volume adjustment. They wish to get it back and they are looking for different ways to get the same old behavior of the ringer volume. In order to do it hassle-free, you can make us

Pandemic & Natural Flu Prevention with Simple Daily Habits The current Coronavirus Pandemic sweeping the world is causing all of us to look at our daily habits. Most of the focus has been on hand sanitation, covering your mouth if you cough or sneeze, and keeping your distance from people who may be at risk of spreading the virus. However, a more prudent action to take would be to look at the daily habits you have in place which could protect you long term from being in the high risk group of most likely to suffer severe consequences from contracting a virus such as COVID-19. Rather than resort to waiting for an immunization to emerge, you could start now to adopt daily habits that support natural pandemic and flu prevention. This high risk group comprises people over the age of 60 who are immune compromised and/or have an underlying health condition that makes them more susceptible to disease and death from that disease. Unfortunately, the health of our population as a whole has been declining for many years now. Have a look at some of the statistics: From 1990 to 2013 there was a 141% increase in deaths from Heart Disease. From 1996 to 2009 there was a 145% increase n people suffering from Asthma From 1999 to 2015 there was a 150% increase in Inflammatory Bowel Disease From 1990 to 2015 there was a 250% increase in Epilepsy From 1999 to 2010 there was a 300% increase in Diabetes From 1996 to 2018 300% more births required fertility treatments. From 1991 to 2015 there were 783% more deaths from Alzheimer's Disease From 1990 to 2018 there was a 4,200% increase in Autism Common diseases are now increasing at epidemic rates, but none of this is hitting the headlines of our mainstream media! What could be causing this massive decline in our population's health, and therefore making us more vulnerable to pandemics like COVID-19 and seasonal flu viruses? Nutrient Deficiency Diseasesmineral-defiency-deseases-and nutrient deficiencyDr Wallach has been saying for man

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