Our Products - The AI Company - 0 views
Innovation is not Technology and Technology is not Innovation - The AI Company - 0 views
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One of the most common misconceptions out there is the belief that technology equates innovation. Innovation is the creation of new value through a better solution for a problem that either does a better job in solving the problem or does so in a manner that the solution is accessible in a larger set of circumstances by a larger number of people. On the other hand, technology is simply the tooling that holds the promise of new solutions but by itself, is meaningless. Enterprises can become enamored by the promise and hype about technology and go down long, complex journeys, invest millions in upgrading technology and still come out empty on the other side because they built technology for technology's sake. Even in well intention boards and C-suite, industry peer pressure and hype around technologies can force action that ultimately leads to massive investments in people, software, technology, and vendors but does not yield the ROI promised by the technology. Leadership The problem can be accentuated when not enough due diligence is done on the applicability of the technology to the enterprise given the current state i.e. the point in time when the technology is being introduced, the customer's propensity to accept the technology-driven solution i.e. are the users ready to embrace, adopt, learn and utilize new solutions and burning problems that necessitate the adoption of new technology to better solve the problem. When the timing of new technology introduction is gotten wrong, it almost always fails to deliver on its promised ROI. Leaders need to rise above the hype and peer pressure and ensure that they understand, first and foremost, the burning problems that plague their customers or make the bedrock of their future strategy. Next, leaders need to ensure and validate that the technology in mind can actually be used to solve the problem through rapid prototyping and minimal investment. Once customer feedback on the prototype has been validated, then only
Not too late to jump on Blockchains - The AI Company - 0 views
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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
OSHA : Safety and Health for Workers Increased Productivity - Creative Safety - 0 views
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Occupational Safety and Health Administration or OSHA is a body created in the year 1970 by the American Congress in order to protect the workers from being harmed or injured in the workplace. This entity implements rules and standards that will enforce health and safety of the workers. With this, working in companies that are OSHA compliant can give you that sense of security. But what are these standards and how they are implemented? OSHA Regulations There are two kinds of regulations being handled by OSHA and these are health standards and safety. The former deals with toxins exposure and the outcomes of other hazards while, the latter deals accident prevention. Some of the rules being implemented by this organization were actually adopted from private agencies. OSHA was supported by other bodies such as the NIOSH or National Institute of Occupational Safety and Health in the creation of the laws. OSHA compliance can be very advantageous since it boosts workers productivity knowing that the company can provide better care. With this, employers must devote time to come up with a safer work area. OSHA - Protection to Workers Employees have the right to work in a safe workplace regardless of the industry they work in. Hence, if you think that the company you are working with has violated the rules you have the option to file a complaint at to OSHA. With your report, they can conduct inspection on your workplace to determine whether your employer is OSHA compliant. In essence, OSHA gives employees the following rights: Request OSHA to inspect the work area - This can be done if your employer has violated the laws on operating heavy machineries such as forklifts and failed to provide an area such as eyewash facilities for employees who are working with corrosive substances. Even the failure to comply with the safety floor markings is subject to OSHA's investigation. Practice their rights - OSHA safeguard the right of workers so that they can exercise the
Hazard Communication - 1910.1200 - Safety Blog and News - Informing the Working Communi... - 0 views
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Improving Hazard Communication in the Workplace Hazard CommunicationIf you're looking for ways to improve the overall safety of your facility, one of the best places to start is with an evaluation of your current hazard communication standards. According to OSHA, hazard communication violations are the second most commonly cited violations, as of 2012. In 2012 there were 4696 citations given in this one area alone. Sadly, very little has been done to change this problem over the past several years. Understanding how your facility communicates any type of hazard, and working on ways that can be improved, is an important part of keeping everyone safe. One of the best places to start is to review the OSHA regulation on this topic, which is titled, "Hazard Communication - 1910.1200." This will give you all the requirements that you will need to follow in order to keep people safe, and avoid any citations. Key Points in Section 1910.1200 After reviewing the entire section on this topic, you will want to go back and really focus on a few key points. These are some of the areas where most of the citations were given out, and also where some of the biggest risks exist. The following key points will be great places to start when it comes to improving the way your facility handles hazard communication: 1910.1200 (b)(2) - This is the section that covers how you need to communicate hazards that apply to any chemical that exists in a way that employees could become exposed to it. This applies to both normal exposure, and exposure during a foreseeable emergency. 1910.1200(b)(3)(i) - In this section, it details the requirements a facility has concerning the labeling of chemicals that come into the facility. Specifically stating that the labels may not be removed or defaced. 1910.1200(b)(4)(iii) - This area explains in detail that employers need to provide employees with sufficient training on how to react to a potential chemical spill. This includes how to
10 Workplace Safety Mistakes - You'll Want to Read them All! - Creative Safety - 0 views
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Workplaces today are extremely safe compared to what people had to endure generations ago. This is in large part because of the increased focus employers have put on workplace safety. Employers made this effort for a variety of reasons including regulatory pressure, the best interests of their employees, and of course, the fact that a safe workplace is a more profitable workplace. Despite all the great strides that have been made, many workplaces are still quite hazardous. The following 10 workplace safety mistakes illustrate just how far many industries still have to go. They can also help spur ideas for where improvements can be made in your facility. 1. Using Ladders Improperly One of the most common and most dangerous workplace safety mistakes is failing to use a ladder properly. People make many ladder-related mistakes in the workplace, all of which can be devastating. The following are just a few of the more common examples: Unsteady Ladders - If you don't take the time to properly steady the ladder when setting it up, it could easily slide out while you're on it, causing serious injuries. Leaning from Ladders - When working on a ladder, you should never reach off to the left or right as that can throw the center of balance off, which could cause the ladder to fall. Using Objects as a Ladder - Using scaffolding, chairs, stools, or other objects to reach high areas can be dangerous. These things aren't meant for climbing the same way a ladder is. Climbing too High on Ladders - One should never step onto the upper rungs of a ladder. Depending on how the ladder is placed, even several rungs down can be unstable. 2. Lack of Visual Communication The noise in many workplaces can be quite deafening at times, which can make it difficult to communicate. When it comes to safety, communication is essential. This is why it is so important to have visual communication options in any loud workplace. Visual communication can come in many forms including
Safety Advisor Blames Unsafe Situations, Not Operator-Error - Creative Safety - 0 views
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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
What We Can Learn From Lean Project Tracking Software - 0 views
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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
Cell Phone Workplace Safety - Safety Blog and News - Informing the Working Community of... - 0 views
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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
Safety Blog | Safety News | Safety Products | Safety SuppliesSafety Blog and News - Inf... - 0 views
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Safety - An Issue worth Taking Seriously! Safety is of great importance no matter if it is for the work place or home. If we are talking about home, we might discuss how kids who are messing around the house and playing games could be exposing themselves to dangers, resulting in injury or in worst case scenario, even accidental death. However, there are many safety products available in the market specifically designed to prevent injury in and around the home. It is in this frame of mind that we will occasionally be introducing some safety products for home use, in order to help parents and their children avoid any accidents, where possible. two workers discussing safety planAs well, when it comes to workplace safety measures, ignorance or lack of proper safety measures, can also lead to considerable financial loss for a company, or even the greatest of losses - someone's life. It is therefore very important that an employer take great care in installing and using safety measures, which includes proper safety training, materials, supplies or products. While there is no denying of the fact that it can be difficult for an employer to fully provide adequate safety products and measures to prevent any mishap, it is a task that must be accomplished. The task of safety management may prove even more complex for a team leader who must engage in managing safety at a construction site or workplace, as seen in this set of videos from OSHA. For those of you who have not yet researched the market, there is a huge range of safety supplies available for you to choose from. It pays to shop and compare, but even then, just when you think that you found the right solution, someone else comes up with a product even better and more efficient. That is why we have created this blog and review site. We hope that with our help as safety product experts we can help you or your firm to select the proper, most helpful safety supplies. You can find solutions and insight by reading ou
Arc Flash Analysis Software - Creative Safety - 0 views
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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
Eyewash Stations are a MUST! - Creative Safety - 0 views
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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
Can OSHA Re-Open Closed Investigations? - Creative Safety - 0 views
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The Occupational Safety and Health Administration, or OSHA, is a government body tasked with regulating safety for workers, primarily in physical labor occupations, across the United States. They set the rules for transporting materials and chemicals, operating machinery, and other such guidelines to keep workers safe and to give them a voice when conditions might not otherwise be up to par. OSHA is your friend as a business owner, but there are certain situations in which interaction with OSHA can be a bit nerve-wracking for a company's management. OSHA Investigations OSHA investigations usually stem from serious injuries, fatalities, and large-scale catastrophes that occur in the workplace. Especially in the case of fatalities, OSHA is there for both the worker and for the company. For the employee and their family, and by extension the safety of other employees, OSHA will look into the circumstances surrounding the death or injury and determine if the company or its policies were fully or partially to blame for the incident. On the other hand, as long as you have adhered to OSHA guidelines, the investigation can help protect you from legal action if it is concluded that your company was not at fault. Re-opening OSHA Safety Sign Guide A Guide to OSHA Safety Signs This Guide to OSHA Safety Signs walks you through the recent updates to OSHA and ANSI sign requirements. You'll learn the required components of OSHA safety signs, including tips for formatting and posting your signs. Get Free OSHA Safety Sign Guide However, OSHA does have the right to re-open an investigation, even if it had previously reached a conclusion and closed it. This can be a bit worrying for management who have already been told that they were in the clear. However, the re-opened investigation must be concluded within six months of the original incident, so there is a fairly small statute of limitations on this re-opening period. For example, in June of 2013, a veteran mechanic worki
When Strict Rules Don't Work in Lean Manufacturing - Creative Safety - 0 views
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Have you heard the story about the lifeguard in Florida who was fired because he saved a swimmer's life?! Mark Graban writes an interesting post on his Lean Blog about the incident. In his post Lifeguard Saves Swimmer, Gets Fired, Graban compares the shocking response to the lifeguard's laudable action to possible consequences of overly strict rules in the Lean work place: A lifeguard, Tomas Lopez, was "hastily" (and incorrectly) fired by a supervisor after saving a swimmer in distress… because the swimmer was outside of Lopez's assigned zone. Are you kidding me? The lifeguard wasn't fired due to a bad policy… he was fired because a supervisor misinterpreted (or didn't understand) a policy. That's just common sense that Lopez should have saved the swimmer. It sounds like the supervisor didn't even know the proper rules and regulations… firing Lopez because they thought he violated some rule. We can't put rules, procedures, and "standardized work" in the Lean parlance ahead of common sense and judgment. Can you image the uproar of Lopez had just sat there because saving that swimmer "wasn't my job"? We need to be careful that our standardized work, especially in healthcare settings, aren't overly restrictive or violate common sense. Maybe this lifeguard story is a good illustration of what could go wrong…
Enforcing Workplace Safety Standards through Industrial Color Codes - Creative Safety - 0 views
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Industrial color codes To minimize workplace injuries and accidents requires the combined input of both the employer and the employees. There are tens of hazards lurking everywhere within the organization and while it is not possible to cover every angle, properly informing the relevant persons of the potential hazards can go a long way towards ensuring safety. Workplace safety is a great concern and immense regulations have been put into place and they are strictly enforced. These regulations have also ensured that the workers clearly understand their responsibilities and their rights. The employer has a huge responsibility of enforcing the set standards and ensuring safety to all. This can be achieved through a number of ways, including using industrial color codes and other appropriate marking and signs. Involving the staff Workers have a major stake in the safety of the organization and they will determine the success of any safety regulations put in place. It is hence important that they be involved right from the start and they be adequately trained to understand the purpose and meaning of each industrial color code and marking used. Sticking to simple and easily understandable colors and signs
ANSI Color Coding - Creative Safety - 0 views
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The process of pipe labeling is essential to minimize hazards within an industrial work environment. Pipes may contain a variety of different substances such flammable liquids, pressurized liquids, acids, wastes, water, etc. Pipes can extend for miles within industrial work settings and even though some pipes may not contain hazardous substances, it is still imperative to identify the contents within the pipes as well as the directional flow and pressure within the pipes. What is ANSI Color Coding? ANSI or American National Standards Institute is a privately owned, non-profit organization that is involved with creating consensus standards regarding workplace safety. In order to help ensure safety and the proper labeling of pipes, ANSI along with ASME (American Society of Testing and Materials) have developed a color coding system so the contents of pipes can be quickly and easily identified. The newest version of the ANSI Color Coding guide from 2007 features the use of six colors, versus the old version which focused primarily upon the use of four colors. The related hazards and colors are as follows: Hazard Colors Fire Quenching Fluids Red Background with White Lettering Corrosive & Toxic Fluids Orange Background with Black Lettering Flammable Liquids Yellow Background with Black Lettering Combustible Liquids Brown Background with White Lettering Potable, Cooling, Boiler, Water Green Background with White Lettering Compressed Air Blue Background with White Lettering In addition to the above six color codes, ANSI has also identified four other colors that may be utilized at the discretion of the user for other fluids that do not meet the specifications of the above content colors. The other colors are as follows: User Discretion Purple Background with White Lettering User Discretion White Background with Black Lettering User Discretion Gray Background with White Lettering User Discretion Black Background with White Lettering Pipe Label Placement In addition
OSHA Warning Labels - Creative Safety - 0 views
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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
The Long & Short Of An AI Strategy - The AI Company - 0 views
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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
APIS ARE DEAD, LONG LIVE APIS - 0 views
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We believe that APIs are about to enter the second growth spurt. APIs will evolve from not just interfaces and integration enablers into the rockets that propel enterprises towards innovation and market dominance. Here are three key trajectories that will lead the next API evolution and revolution.
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Modern, RESTful APIs are not considered standard, table stakes and expected out of any new project, effort, application, system, service or product. It has become so normal to talk about developer interfaces, developer adoption, application development and innovation in the same breath as APIs that a distinct effort to build APIs for a new product or service seems out of place and abnormal. APIs are the defacto standard of app development. So where do we go from here? We believe that APIs are about to enter the second growth spurt. APIs will evolve from not just interfaces and integration enablers into the rockets that propel enterprises towards innovation and market dominance. Here are three key trajectories that will lead the next API evolution and revolution. Innovation - Starts, and Ends with APIs All modern technologies such as Artificial Intelligence, Machine Learning, ChatBots, Analytics, BlockChain etc. begin and end their stories with APIs. APIs are what enables the communication between front-end user interfaces and the backend technology services. All new machine learning capabilities offered out of the big four tech companies have seen the light of day through APIs. Intent & Sentiment extraction, Topics, Categories, Summarization, Image Recognition, Entity Extraction etc. are all capabilities powered by Machine Learning, Natural Language Processing that is ultimately being delivered as APIs to application developers. Similarly, ChatBots are typically designed to get the user entered text, use an intent API to determine intent and then use a service API to respond to the user conversationally or with a service. Clouds - Multi-Cloud, Hybrid Cloud As the big three cloud providers grow their market share and attempt to attract attention, increasingly, enterprises need to think about how they minimize their risk by building in the flexibility to switch their cloud provider if and when they need. In addition, hybrid architectures or a cloud migration
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