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It's not too late to jump on to the Blockchains trend. We often hear from customers whether it is too late to get behind blockchain. The number of startups in this space is growing rapidly and the number of large ISVs and SIs providing blockchain capability and expertise is also increasing. However, the market and the technology space for blockchains is far from saturated, settled or stable. Here are three reasons why now is a good time to get into blockchains Early Mover Advantage Blockchains are bound to disrupt fundamentally how business is done. By enabling trust in an otherwise trust-deficient environment, blockchains enable transactions between two or more enterprises who otherwise might not know about each other. Blockchains offer solutions to several common problems faced by the enterprise such as Digital Identity, Secure Data Storage, Secure Data Sharing, Distributed Ledger, Distributed Databases etc. Blockchains are based on strong cryptographic standards based in mathematics, cryptography, and encryption. Building blockchains as a core competency requires a deep understanding of the mathematics behind it and an internal process for deploying, managing and developing on top of the blockchain. Early mover advantage can be generated by taking small steps in this area and targeting simpler scenarios initially. Nascent Technology It is going to take another few iterations of the blockchain technology before it can truly be enterprise-ready. There is a lot of ongoing work to make blockchains more secure, scalable and performant. Innovations are constantly being made and added to the core blockchain technology that is constantly increasing the type and complexity of applications that it can support. As the technology matures, enterprises can be well suited and ready to leverage the advancements by building a core competency in not only the blockchain technology but by becoming a member of the blockchain community, standards and keeping up to date with th

According to the Insurance Information Institute, 40% of businesses affected by a natural or human-caused disaster never reopen. When disaster strikes, consumers can only wait so long before moving on to another supplier or service provider if you are not able to get operational in time. Insurance might help to recover some of your loses, but it will do little to replace your customers. More importantly, the safety and well-being of your employees as they cope with disaster is a hefty task in itself to take on. In light of recent events, many organizations are left wondering, are they ready and prepared when disaster strikes? So just what does it mean to be ready? Investing in a preparedness program can make all the difference in the world when disaster strikes and promote an internal belief that your company is ready for disaster when it strikes. This policy should reflect the mission and values of your organization that can be implemented seamlessly throughout the company. Focal points of your preparedness program should detail specific goals including: The overall safety and protection of your employees, visitors, and any other persons that may be at your facility when a disaster occurs. Don't forget to account for persons with disabilities and special needs. Keeping customer service operations functional Protection of assets, both in the physical and electronic form Environmental protection and contamination prevention Companies image and reputation Having a team to help continue the improvement and implementation of your program is vital to its success when needed. Your team should meet regularly to continue the development and focus of the program. Each individual will have their own role and responsibilities when disaster strikes, a proper preparedness program will identify these, insuring an accountable team to help in the recovery process. How do you know what to plan for? It's impossible to predict what the next disaster will be, but accounting f

Many businesses need and even require the use of safety signs to warn employees and customers of potentially hazardous areas. However, the task of finding the right signs to portray the right message, along with finding a reputable company to provide the signs may be more difficult than originally intended. We are here to ease some of that burden with 10 helpful tips for finding the right safety signs to satisfy your business needs. 1. Identify Areas that May Need Safety Signs Before even beginning a search for a safety sign supplier, the first step in the process should be to accurately identify any areas within your facility that may be in need of safety signage. Think of all areas used by employees and/or customers such as aisles, walkways, fork lift zones, hazardous waste areas, potential slippery surface areas, etc. The key here is to identify all the locations that could pose hazardous conditions so proper signage can be created. 2. Pinpoint Potential Safety Hazards. Once certain areas have been designated as potentially hazardous, the next step would be to determine the actual safety hazards in the area that pose risks. An example of this could include an area where liquids are routinely transported. In this case, a spill may be likely which could endanger employees or customers due to the enhanced risk of a slip or fall. 3. Determine the Message to be Conveyed by the Signage Signs are posted everywhere, from "Watch Your Step" signs to "Employees Only" signs. However, for a sign to be truly effective it must convey a clean and clear message that can be understood easily by nearly anyone. For instance, in a work environment that includes welding, safety signs warning of potential arc flashes may be needed. In this case, a sign should be posted instructing anyone who enters to wear proper protective gear, this sign could read "Warning: Arc Flash Zone Proper Protection Required." 4. Consider the Conditions where the Signs will be Located Now

For many enterprises, transforming into a digital organization is a very big priority. Digitization is more than a passing fad; instead it almost is a precursor to survival in the next decade. Analog mechanisms of running businesses are no longer sustainable nor likely to give confidence to customers, employees, stakeholders and shareholders. Measuring Digital A digital organization is characterized by the following Time to Customer Insight The Time to Customer Insight in a digital organization is the time it takes to collect, process, analyze information to determine the health of a customer, their satisfaction with current products and services, their unmet, possibly unstated needs and the impact that external market events might have on the customer. Time to Reaction Time to Reaction is the time taken to react to a customer insight through the introduction of a new product/service to solve an existing or a new problem or through better packaging of existing solutions to address otherwise existing problems. Time to Market Time to Market is the time taken to bring a new capability, product or service to market often as reaction to a customer or market insight or feedback Time to Iteration Time to Iteration is the time taken to solicit, gather, process, analyze customer feedback and effect a change in existing products or services or bring new products and services to market to address the customer feedback. Digital Organizations Digital organizations are characterized with minimal Time to Customer Insight, Time to Reaction, Time to Market, Time to Iteration and a constant effort and investment into further optimizing and minimizing these metrics. Digital organizations focus on the flow of information through the organization and use of the information to generate and deliver more value for the customers. Key Characteristics of Digital Organizations Instrumentation of Interfaces, Products, Systems, Applications, Processes A digital organization ensures

The pertinent use of safety stickers and labels is a must within any industrial work environment. Safety stickers and labels serve many functions, first and foremost, they help to warn or inform employees and visitors of any specific safety concerns. Additionally, they also serve as handy informational reminders from identifying the contents within certain pipes, to showing where recycling may be located, all the way to highlighting the location of a safety eye wash station. Since the need for safety stickers is so important, yet so diverse depending upon the type of business, it may be difficult to locate all the specific stickers and labels needed. One way to easily combat the rising costs of utilizing outside retailers for safety stickers is to simply make your own. Believe it or not, printing your own safety stickers is generally faster, easier, and more cost efficient. Printing Safety Stickers If you've never considered the option of printing your own safety stickers, right now is the time to start. With advances in technology, some label printers are able to efficiently print bright and colorful, commercial grade stickers and labels. One label printing product currently on the market that rivals most others in price, quality, and ease of use is the LabelTac 4 PRO. This printer has proven time and time again to produce high-quality, dependable, colorfast labels that outperform most other safety stickers available on the market, and the best part is they can be printed in-house right from your own office. The LabelTac 4 PRO is capable of creating indoor and outdoor labels that are both weather and fade resistant. Furthermore, the ease of use with the LabelTac 4 PRO is simply impressive to say the least. It is compatible with nearly any Windows-based programs including well-known products such as Microsoft Office, OpenOffice, and Excel. However, even if you don't utilize Windows-based software the LabelTac 4 PRO comes equipped with its own easy-to-use Barte

Today construction is synonymous with progress and development and hence it is a very common sight to see a number of construction works going on in different regions around the world. Especially in cities where large numbers of sky rises are seen, a lot of activity in the area surrounding the construction site is evident. But to maintain a safety circle around such areas where constructions take place, it is important to cordon off the area so that the public is not inconvenienced by the work going on there. Moreover, in cities, the roads are usually filled with traffic and such construction sites do cause plenty of problems to the smooth movement of vehicles. This is the reason why there are stringent rules in place regarding cordoning off areas, such as construction sites that can be hazardous to the traffic as well as the public on the road. This is why warning tapes are important in construction sites as they help to maintain the precautions needed for safety and protection to the public as well as the traffic on the road. Moreover, with the right kind of messaged printed on them they can be used as a very effective barricade. A variety of safety equipment should be put in place in any constriction site irrespective of the type and size of construction it is. Some of the equipment is meant for the workers involved in the construction while some of the others are to protect the people in the vicinity of the construction site. One such tool that is of utmost importance and mandatory to any construction site is the warning tapes. These tapes also known as danger tapes help in the protection of trespassers, the people walking nearby and the traffic that passes by the site. High visibility, weather friendly and brightly colored, the warning tapes have helped to alleviate the occurrence of accidents and disasters around the construction sites to a great extent. The warning tapes are made of a variety of materials and are available in a standardized set of colors.

The first step to mastering a no-makeup look is to change your inner perception of yourself, to accept the way you look, and to show yourself love and appreciation. If you think you are beautiful just the way you are, and accept yourself unconditionally, everyone else will see you and feel the same way about you as you do. And that is when these tricks come in handy, to help you achieve that makeup-free, gorgeous look. Take care of your body to take care of your skin. Eat healthy for glowing skin First things first, you should alter your eating habits and stick to a nutritious diet to achieve healthy skin. Add more fruits and veggies to your meals and include foods rich in Omega-3 fatty acids (such as flax seeds, walnuts, fish, sweet potatoes, etc.) and high in protein (eggs, lentils, chickpeas, beans, chicken, etc.) Drink more water Hydration is very important for the look of your skin and your health in general. If you drink a minimum of 8 glasses of water a day, it will help you flush out toxin from your body, and as a result, you will have blooming skin, plus you will feel better. Try to carry a bottle of water with you all the time to remind yourself to drink more water throughout the day. Also, a good way to stay hydrated and flush out the toxins is to add cucumbers, lemons, zucchini, mint leaves, etc. and make detox water. Be more active Taking up a sport is essential for your physical and mental health. Exercising benefits your skin because it helps your body get rid of toxins through sweat; it improves your blood circulation, increases the amount of oxygen, and provides a boost of endorphins that all affect your skin. Exfoliate, exfoliate, exfoliate Exfoliation is the key to radiant skin, and it should be a vital part of your skincare routine. Give your skin a helping hand to get rid of the dead cells and renew itself with regular exfoliation (twice a week is perfect) because the excess of dead cells can lead to clogged pores, acne, and pimples. Aft

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

Sentiment, Sentiment Analysis, Sentiment Tracking have become a hot topic with multiple 'AI' startups focussing on providing sentiment driven insights to enterprises. The number of such startups points to the potential that enterprises see in Sentiment analysis and the impact it has on how the enterprise plans, operates, executes and delivers value. Sentiment Analysis is process of extracting sentiment (emotion or feelings) captured in signals that are embedded in various types of media such as print, text, audio, video, images etc. For example, if a reporter submits a report on a particular enterprise, the sentiment embedded in the article can point to how excited, worried, upbeat or impassive they might are about the enterprise. This sentiment can be then used by the enterprise to understand the perception about the enterprise that the external market carries and whether that perception is improving, degrading or staying unchanged. This insight can be used by the enterprise to improve their go to market plans, change their PR strategy or even go deeper and change their product strategy. Sentiment Analysis Is Not New The tracking, measurement and use of Sentiment is not a new scenario. Enterprises have been leveraging the output of sentiment analysis for a long time. User surveys, focus groups, market research, customer interviews etc. are all examples of generating data to perform and track sentiment. Similarly, influencer marketing through association with influencers or events or organizations with a certain perception or sentiment associated with them is a common technique to improve the enterprise's own sentiment. Sentiment Analysis and strategizing based on the analysis is a common and required function for any enterprise. Sentiment Analysis Using Artificial Intelligence With the advent of Artificial Intelligence (AI), enterprises now have another technique in their kitty to understand how they are perceived in the market and how that perception i

In the past decade, cell phone usage while driving has sprang up as a major driving safety issue in the United States and many other developed countries. Originally, teens were the primary target of anti-texting and driving campaigns, but now that cell phone usage is standard amongst a multitude of demographics, the issue has become more broad and is impacting a larger population. According to OSHA's page on Distracted Driving: The human toll is tragic. DOT reports that in 2009, more than 5,400 people died in crashes linked to distraction and thousands more were injured. "Texting while driving" has become such a prominent hazard that 30 states now ban text messaging for all drivers. OSHA - Distracted Driving From checking Facebook, to making phone calls, to checking in with friends and loved ones via text, cell phones have become distracting in the workplace as well, and many companies have, in recent years, implemented cell phone policies on usage to help to maintain productivity. Just like with regular driving, however, cell phones also present a safety risk to workers on the job, especially when machinery and vehicles are being used. In this blog post, we're going to cover various aspects of cell phone workplace safety with regard to work sites. Cell Phone Workplace Safety and Transportation Many of the most problematic workplace instances of cell phone distraction, just like in the rest of the world, come from those who are constantly driving. In your company, this might mean that a delivery truck driver gets distracted and hurts a worker on their way in or out of your warehouse, or it could mean that they injure a civilian or damage someone's property while out on a delivery. Either case you want to avoid, and with damage or injuries to outside parties, you have even less coverage (no worker's compensation, etc.) than if you had an incident contained to workers and company property. The best way to void these distractions are to set hard rul

An arc flash is a dangerous situation in which an electrical current leaves its intended path and leaps through the air from one conducting source to another, or even sometimes the ground. Many times the transfer of electrical energy resembles and arc, hence the term arc flash. However, it is important to never underestimate the power behind an arc flash. An arc flash can vaporize metals, plastics, and even flesh. Many times arc flashes cause irreversible damage and harm to people and surrounding objects. In fact, most people injured in arc flash situations often never return to the same quality of life due to severe injury stemming from heat and burns. The heat of an arc flash has been calculated to be near 35,000 degrees Fahrenheit which is four times as hot as the sun's surface! What Causes an Arc Flash? There are many possible contributors towards an arc flash, which makes it difficult to really fully stop one from occurring. Some common culprits that may add towards the probability of an arc flash include dust, condensation, corrosion, material failure, faulty construction, dropping a tool, or simply accidental touching. National Fire Protection Association (NFPA) Boundaries In an attempt to help protect employees and visitors from electrically charged equipment possible of creating arch flashes, certain safety boundaries have been put into place by the NFPA. The boundary resembles a target and in the middle is the energized equipment, and then there are four outer rings around the center with each ring labeled and specified for safety. The first ring, closest to the center (energized equipment) is called the prohibited approach boundary, then the next ring further out is called the restricted approach boundary, the next ring is called the limited approach boundary, and the furthest ring out from the center is called the flash protection boundary. Let's quickly describe each boundary. Prohibited Approach: Being within this boundary during an arc flash

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

Using floor tape is a great way to keep a facility safe, organized, and efficient. Just like any type of flooring, floor tape can get quite dirty over time. When floor tape gets dirty, it can become harder to see, which defeats the purpose of using it at all. This is why so many people ask questions about how to clean floor marking tape properly so it looks great and lasts a long time. Here are some of the most popular questions and answers on this topic. Q: What is the Best Way to Clean Floor Tape? A: If you're looking to clean floor tape specifically, the ideal option is to use SafetyTac Floor and Tape Cleaner. This cleaner is designed specifically to be safe for use on virtually any type of floor tape that is on the market today. In addition, it is able to clean the surrounding floors without any trouble at all. Q: Can I Clean Floor Tape with the Same Cleaner as the Rest of the Floor? A: Yes! High quality floor tape is durable and can be cleaned by all normal and industrial floor cleaning products. Just go over the floor tape like you do with the rest of the floor to remove dirt, dust, scuff marks, and any other markings. Q: Can I Clean Floor Tape with a Motorized Floor Cleaner? A: Absolutely. SafetyTac (and other manufacturers of high quality industrial floor marking tape) know that many facilities use large motorized floor cleaners to keep their facility clean. Once the tape is properly installed, it can withstand this type of cleaning without any trouble at all. Simply have the floor cleaner go over the tape just like any other part of the floor. It is important to note that discount quality floor tape may not be able to stand up to this type of cleaning, so always make sure you're using high quality floor tape in your facility. Q: How Do I Remove Stubborn Stains on the Floor Tape? A: If you can't remove a stain or marking on the floor tape using normal floor cleaning methods, the best option is to get a small bucket with a solution of SafetyTac

Social distancing is the new buzz word for 2020. Measures imposed by governments across the globe have caused the cancellation or postponement of sporting leagues, events and tournaments, leaving a gaping hole in the lives of sports fans everywhere. Luckily, the internet means there are still plenty of ways for everyone to get a daily dose of exercise and sporting entertainment. Social Distancing Exercise Daily exercise is as important now as it has always been. Whilst there are no team sports allowed, there are still plenty of ways to stay fit and active. Being allowed out for daily exercise means running and cycling are still on the cards. And for those with extra energy to burn, High-Intensity Interval Training (HIIT) sessions are all the rage. YouTube is full of HIIT workouts lasting between 10 minutes and 1 hour. King of HIIT and the nation's favourite PE teacher, Joe Wicks, has plenty of videos online to suit everyone from beginners, kids, and seniors to hard-core fitness fanatics. Online Gaming Online gaming offers up the thrill of sports, albeit without the physical aspects. And you don't need a PlayStation or Xbox as plenty of computer games and apps are downloadable. Dream League Soccer 2020 - Take charge of a footie team, building it from over 3,500 players and rise through the ranks of eight leagues to the top flight of football. TGC 2019 - An authentic golf sim that lets players design challenging courses, compete in Skin wager matches, or become a golfing pro in the PGA Tour Career mode. NBA 2K20 - Adapted for Android, this basketball app has multiple gaming modes. Build a career, compete in streetball tournaments, or become GM of your own team. Even Formula One is getting in on the online gaming act by running virtual races with current and past drivers fighting it out via a video game. F1 fans can watch the races on Sky Sports, YouTube, Twitch, and Facebook channels. Not a fan of online gaming? You can always challenge yourself with one

The Foldable Stainless Steel Spork is super practical and handy. Great for meals on the go. Fits in your pocket, purse, or your child's lunch bag. The foldable spork features a deep spoon shape to enjoy your favorite soups or stews and small tines on the tip to pick up foods such as carrots or potatoes easily. The Foldable Stainless Steel Spork is super practical and handy. Fits in your pocket, purse, or your child's lunch bag. The foldable spork features a deep spoon shape to enjoy your favorite soups or stews and small tines on the tip to pick up foods such as carrots or potatoes easily. Simply move the little lock on the handle towards the front of the spork to lock and to fold slide it back until the handle is loose, fold and place in it's certified organic cotton pouch. The pocket sized spork is great for meals on the go. Bring it with you to your favorite food place. Every time you use it instead of take-out utensils, you will be preventing a plastic spoon and/or fork from polluting our planet. The foldable spork is made of high quality 18-8 food grade 304 stainless steel and comes in a certified organic cotton pouch. Additional Information Dimensions: Length when open: 6″ Length when folded: 3.5″ Weight: 0.07 lb Materials: Spork is made of 18-8 food grade 304 stainless steel; pouch is made of certified organic cotton and printed with silkscreen printing. Care Instructions: The spork is dishwasher-safe and the pouch is machine washable. Health and Environment: BPA-free, phthalate-free, PVC-free and lead-free. Spork is recyclable. Pouch is compostable.

We are a different AI company. See how our LearnCloud brings together your entire enterprise to operate on the same "information plane" towards an exponential increase in efficiency. Jenny is responsible for customers at Acme Corp Jenny feels she is driving blind. She realizes the ground truth but often it is too late. The information is spread across multiple applications & systems. Even when available, it does not help her look into the future so that she can act & save the day Sarah is a Support professional at Acme Corp Sarah feels she has her hands tied behind her back. She has to manually process each & every issue. Her job is tedious and inconsistent. She is not able to leverage patterns across issues & across support professionals. John is a salesperson at Acme Corp John is frustrated with antiquated tools & late arriving insights He has to manually scour the internet for information about his prospects & their changing strategies. He has to talk to many people to understand the state of the customer. By the time he understands the current state, it is often too late to prevent abandonment or drive the expansion People like them encounter these problems all the time which causes frustration and attrition for them and their customers. How does this happen?

Enterprises have to constantly decide, at every step in their digital journey, should they build or buy. This question often is posed as a critical, do or die decision and the answer varies on a case by case basis. Building can be expensive, take longer but offers future proofing and more dependability whereas buying offers a faster time to market, less risk and accountability forced through contractual terms. However, a key point often overlooked is the cost of integration. Integration can be required at multiple levels. Vendor Applications Vendor applications typically require a two-way connection between the enterprise systems and the vendor application. The application requires incoming data and information from somewhere in the enterprise technology stack and an output stream of information back into the enterprise at one or more points in the stack or workflow. Vendor Platforms Vendor provided platforms typically have similar integration requirements as Vendor applications requiring an incoming data & information connection and an outgoing information connection into the enterprise process, workflow, platform or product. Application-To-Application Application to Application integrations where an application needs to be connected to another application to either provide data or signals to enable the downstream application to create value can be seemingly deceptive. Application-To-Application integration costs can grow at O(n^2) as potentially, worst case, each application could be connected with every other application. Enterprise Stack Fragmentation The problem of integration is exacerbated by the fragmentation of the enterprise at the organization level. This problem is also known as "Shadow IT" is driven by superficially differing needs of multiple lines of businesses in an enterprise. Shadow IT typically leads to multiple instances of similar technology stacks that cause data, compute and information to be silo'd. Stack fragmentation and its

Blockchain are certain to disrupt almost all industries fundamentally. Though there are technical issues, the idea of utilizing a blockchain to prove ownership, to prevent double spending and to establish trust and transactions in an otherwise trust-deficient world, is gaining excitement and acceptance. More and more enterprises are getting curious about the blockchain and are willing to start investing in learning, prototyping, and building on top of the blockchain technology. Starting out with the blockchain requires investment in a building the domain expertise, establishing the identity, establishing the infrastructure and deciding the blockchain that the enterprise wants to work with. Among these decisions is the question: Should the enterprise choose a public blockchain or a private blockchain. Both have advantages and disadvantages and the question can often come down to what are the short term goals and potential applications that the enterprise wants to build on the blockchain. Public BlockChains The default option when considering blockchains is the public blockchain. This is the blockchain that is truly decentralized, leverageable for any type of transaction and in the case of the Ethereum blockchain, offers SmartContract authoring capability that makes the blockchain very attractive for building contracts that reflect the needs of the real world. However, for an enterprise deciding between public or private contracts, there are some considerations that require attention. Speed and Scalability Public blockchains tend to be slower as they are limited by the number of transactions that can be verified every second and confirmed every 10 minutes. There are several efforts underway to make blockchains faster and more scalable however those will take time to get implemented. Speed and scalability will continue to be an issue and contracts and applications that require instant or near real time execution will suffer from this lack of speed and scale. Se

The quality or the lack thereof can be a huge contributing factor to a fractured and sluggish digital journey where ROI is hard to achieve and results come in short supply. The quality of data has a direct impact on the ability of the enterprise to be aware of relevant events, its reaction time, the decision time and its action time. A clear and concerted effort is required to measure and improve the data quality to drive better decisions and actions. Common Quality Issues The following are the most common quality issues Comprehensiveness Comprehensiveness quality issues refer to key attributes or data points missing from the data collected by the enterprise. This can occur when the data producing systems or the data delivery networks have glitches or malfunction or are incorrectly configured to miss entire rows of data or attributes of the data. Integrity Integrity quality issues refer to the corruption of the values of key attributes to contain unidentifiable or unreadable data. When key attributes are empty or null when they are by design, not allowed to be empty/null or when an attribute contains a value that does not meet the specifications of the type of the attribute for example, a string column contains an integer or a timestamp column contains a string not parse-able into a timestamp. Integrity of data is important before data can be included in the data set to drive analysis, decisions and actions. Sampling Sampling quality issues refer to the inclusion or exclusion of a certain percentage of the records in a data set with the assumption that the remainder records are good, representative sample of the original data set. Bad or inaccurate sampling can lead to a distorted view of reality and that can lead to bad decisions. In addition, sampling itself can make the data set inappropriate for certain types of analysis that require the entire dat set to be utilized for training. Filtering An upstream filtering scheme can end up removing too many or