A Brief Introduction to Artificial Intelligence

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We all know that Siri, Google Now, and Cortana are all intelligent digital personal assistants on various platforms (iOS, Android, and Windows Mobile). In short, they help find useful information when you ask for it is using your voice; you can say “Where’s the nearest Indian restaurant?”, “What’s on my schedule today?”, “Remind me to call Mom or Dad at eight o’clock,” and the assistant will respond by finding information, relaying information from your phone, or sending commands to other apps.

AI is important in these apps, as they collect information on your requests and use that information to better recognize your speech and serve you results that are tailored to your preferences. Microsoft says that Cortana “continually learns about its user” and that it will eventually develop the ability to anticipate users’ needs. Virtual personal assistants process a huge amount of data from a variety of sources to learn about users and be more effective in helping them organize and track their information.

Your smartphone, calculator, video games, car, bank & your house all use artificial intelligence daily; sometimes it’s obvious what its’ doing, like when you ask Siri to get you directions to the nearest gas station. Sometimes it’s less obvious, like when you make an abnormal purchase on your credit card and don’t get a fraud alert from your bank. AI is everywhere, and it’s making a huge difference in our lives every day.

So, we can say that Artificial Intelligence (AI) is the branch of computer sciences that emphasizes the development of intelligence machines, thinking and working like humans. For example, speech recognition, problem-solving, learning and planning. Today, Artificial Intelligence is a very popular subject that is widely discussed in the technology and business circles. Many experts and industry analysts argue that AI or machine learning is the future – but if we look around, we are convinced that it’s not the future – it is the present.

Yes, the technology is in its initial phase and more and more companies are investing resources in machine learning, indicating a robust growth in AI products and apps soon. Artificial intelligence or machine intelligence is the simulation of human intelligence processes by machines, especially computer systems.

What is the use of AI?

Vision systems. The need to interpret, fully understand and make sense of visual input on the computer, i.e. AI is used to try and interpret and understand an image – industrial, military use, satellite photo interpretation.

What is the purpose of AI?

When AI researchers first began to aim for the goal of artificial intelligence, a main interest was human reasoning… The specific functions that are programmed to a computer may be able to account for many of the requirements that allow it to match human intelligence

What is an ASI artificial intelligence?

A superintelligence is a hypothetical agent that possesses intelligence far surpassing that of the brightest and most gifted human minds.

What is the goal of AI?

Colloquially, the term “artificial intelligence” is applied when a machine mimics “cognitive” functions that humans associate with other human minds, such as “learning” and “problem solving”. General intelligence is among the field’s long-term goals.

What are the different types of AI?

We need to overcome the boundaries that define the four different types of artificial intelligence, the barriers that separate machines from us – and us from them.

Type I AI: Reactive machines

Type II AI: Limited memory

Type III AI: Theory of mind

Type IV AI: Self-awareness

Is computer vision part of AI?

Artificial intelligence and computer vision share other topics such as pattern recognition and learning techniques. Consequently, computer vision is sometimes seen as a part of the artificial intelligence field or the computer science field in general.

Is machine learning the same as artificial intelligence?

Increasingly, machine learning (ML) and artificial intelligence (AI) are cropping up as solutions for handling data. The two are often used interchangeably, and although there are some parallels, they’re not the same thing.

What are the fields of artificial intelligence?

· List of applications

· Optical character recognition.

· Handwriting recognition.

· Speech recognition.

· Face recognition.

· Artificial creativity.

· Computer vision, Virtual reality and Image processing.

· Diagnosis (AI)

· Game theory and Strategic planning.

How important is Artificial Intelligence?

AI is the machines which are designed and programmed in such a manner that they and think and act like a human. Artificial Intelligence becomes the important part of our daily life. Our life is changed by AI because this technology is used in a wide area of day to day services.

For most of us, the most obvious results of the improved powers of AI are neat new gadgets and experiences such as smart speakers, or being able to unlock your iPhone with your face. But AI is also poised to reinvent other areas of life. One is health care. Hospitals in India are testing software that checks images of a person’s retina for signs of diabetic retinopathy, a condition frequently diagnosed too late to prevent vision loss. Machine learning is vital to projects in autonomous driving, where it allows a vehicle to make sense of its surroundings. Artificial intelligence is already present in plenty of applications, from search algorithms and tools you use every day to bionic limbs for the disabled.

Sometimes it seems like every other website, app, or productivity tool is citing AI as the secret ingredient in their recipe for success. What’s less common is an explanation of what AI is, why it’s so cool, and how companies are leveraging it to provide better user experiences. If you don’t know much about AI, the absence of an explanation can be confusing. Today, the field of artificial intelligence is more vibrant than ever and some believe that we’re on the threshold of discoveries that could change human society irreversibly, for better or worse.

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The main tip when getting a payday advance would be to only use what you could pay back. Rates of interest with payday loans are crazy higher, and if you are taking out over you may re-spend by the thanks date, you will end up paying out quite a lot in curiosity service fees.

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Reduce your payday loan borrowing to twenty-5 percent of the overall income. Many people get loans for more cash compared to they could possibly imagine repaying in this quick-expression style. By receiving just a quarter in the paycheck in financial loan, you are more likely to have enough cash to get rid of this personal loan as soon as your income finally arrives.

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When taking out numerous payday loans, refrain from consolidating them as this could be costly. If you fail to repay smaller personal loans, you will never be capable of paying the larger one particular. Try and repay smaller financial loans as quickly as possible.

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Repay the complete bank loan when you can. You might get a because of particular date, and pay attention to that date. The quicker you spend back again the financing completely, the earlier your purchase with the cash advance company is full. That will save you money over time.

Well before making a choice on who to get a payday advance with, make sure you study in case the company is respected. This can be done around the Much better Enterprise Bureau site. Some organizations are simply crooks or training unfounded and challenging business techniques. Make time to know whether the business you are interested in is in the up-and-up.

Typically, payday cash loans need that you repay the amount of money around 2 weeks in the future. There might be a time when you do have a cost that you do not have the funds for, therefore you may be unable to spend your lending options. Many companies provide an option to roll over the loan, which extends the borrowed funds but might also get extra fees.

Make completely positive that you are able to pay you personal loan back with the thanks day. Paycheck creditors usually charge extremely high attention as well as enormous charges for many who pay out late. For that reason, be sure to can fully repay the borrowed funds on or prior to your because of date.

You need to have a few bucks once you apply for a payday advance. There are actually certain products you will have to possess to acquire financing. You’ll will need stuff like a picture i.d., your latest shell out stub and proof of a wide open bank checking account. All of it is determined by the money company, as specifications do vary from loan company to loan company. Contact them before going to determine the thing you need.

If you reside in a small group in which payday lending is restricted, you might want to fall out of status. It might be easy to cross above to another condition and get your payday advance there. Generally this only takes a solitary getaway as they will be repaid digitally.

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Call the payday loan company if, you will have a trouble with the repayment schedule. Whatever you decide to do, don’t vanish. These businesses have fairly intense choices divisions, and can be hard to manage. Prior to they take into account you delinquent in settlement, just contact them, and inform them what is going on.

Use pay day loans and cash advance personal loans, as little as feasible. Consumer credit counseling could be the alley when you are constantly obtaining these personal loans. Even though preliminary portions lent may be reasonably small, with time, the quantity can collect and result in the risk of a bankruptcy proceeding. Try to refrain from these lending options around you can, except if the specific situation is serious.

Have a payday advance only if you have to cover particular bills right away this would generally incorporate charges or healthcare expenditures. Do not enter into the habit of smoking of getting online payday loans. The high rates of interest could truly impact your funds around the long term, and you must learn how to stick with an affordable budget rather than credit funds.

Consider consuming your diet at home. You would be amazed at just what you can help save by preparing clean meals in the home. When you cook considerable amounts and refrigerate, you may have sufficient to eat for days. Though going out to restaurants is simpler, you can expect to end up spending more income. This can really help when it comes to paying off your cash advance.

While confronting a pay day loan provider, bear in mind how securely governed they may be. Interest rates tend to be legitimately capped at diverse level’s status by status. Understand what duties they have and what individual rights you have like a consumer. Get the contact details for regulating govt workplaces useful.

When you are developing a hard time determining whether or not to use a payday loan, get in touch with a customer credit consultant. These experts typically help low-income agencies that offer totally free credit and financial assistance to consumers. They can assist you find the appropriate pay day loan provider, or perhaps help you rework your money so that you do not require the loan.

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Are you currently going through a tremendous economic pressure? In that case, a pay day loan could be a great choice for yourself. If you need to shell out down a health care costs or have your car repaired, a payday advance can definitely come in handy. In the post below, we are going to include some good suggestions to use when obtaining online payday loans.

Determine what APR implies before agreeing to your payday advance. APR, or annual proportion rate, is the volume of curiosity that this business costs about the loan when you are having to pay it back. Although online payday loans are fast and hassle-free, evaluate their APRs with all the APR charged by way of a financial institution or perhaps your bank card company. Probably, the payday loan’s APR is going to be much higher. Ask exactly what the pay day loan’s monthly interest is very first, prior to making a conclusion to borrow anything.

Evaluate several creditors to ascertain if 1 offers a better interest than the others. You will find classic payday advance companies positioned round the city and some on-line too. They are all looking to entice your company and remain competitive generally on selling price. Some creditors also provide a significant lower price for very first time debtors. Some time you practice to evaluate the options before choosing a loan company is going to be worth it.

Take into account each offered choice when it comes to pay day loans. Take a look at both personalized and online payday loans to determine which provide the best interest rates and conditions. The key will probably be your credit rating plus the loan amount you desire. Nonetheless, many people have been capable of help save significant amounts of dollars in this way.

Pay day loans can help in an emergency, but recognize that you could be incurred fund fees that may mean practically one half interest. This massive interest rate can make repaying these personal loans extremely hard. The money will probably be deducted from your paycheck and may pressure you correct into the cash advance place of work for further dollars.

When the day will come you need to reimburse your payday advance and you do not have the money readily available, demand an extension through the company. Sometimes, a loan firm will give you a 1 or 2 day time extension on the time frame. Just be mindful that you have to cover a lot more should you get one of these extensions.

You should know the payday lender’s insurance policies before you apply for a loan. A great deal of lenders require that you currently be hired as well as suggest to them your latest check out stub. They need proof that you’re going so that you can shell out them back.

Pick your references wisely. Some payday loan firms expect you to label two, or 3 recommendations. They are the individuals that they can contact, if there is a challenge and also you should not be attained. Ensure your referrals can be achieved. Furthermore, make sure that you warn your recommendations, that you are using them. This will help those to count on any cell phone calls.

Should you be searching for a cash advance but have less than stellar credit history, consider to obtain your loan having a financial institution which will not verify your credit report. These days there are several diverse loan companies available which will continue to give loans to people with a low credit score or no credit.

Usually do not obtain a big cash advance if you know you will not have sufficient to repay it in your next payday. Most financing services will make an attempt to upsell you with a lot more funds. It is then tougher for you to reimburse the loan, plus they cash in on extra fees. Furthermore, the more time it takes you to pay off the money the better funds they can make from fees each month.

When dealing with a pay day loan provider, remember how securely licensed they can be. Interest rates are usually legally capped at different level’s condition by condition. Determine what responsibilities they may have and what person legal rights which you have as being a consumer. Have the contact info for regulating govt office buildings convenient.

Look for a pay day loan firm that offers financial loans to individuals with poor credit. These financial loans derive from your job situation, and capability to pay back the money as an alternative to depending on your credit. Getting this kind of money advance can also help one to re-develop excellent credit. In the event you comply with the relation to the agreement, and pay out it back punctually.

Experiencing read this report, you should have an excellent understanding of how online payday loans operate. If you’re looking for your pay day loan, make sure to know exactly what you’re obtaining.

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Economic difficulty is an extremely challenging factor to go through, and should you be facing these situations, you may need fast cash. For some buyers, a cash advance might be the way to go. Keep reading for some useful observations into pay day loans, what you ought to be aware of and the ways to make the most efficient selection.

When seeking to accomplish a payday loan as with every buy, it is wise to take your time to research prices. Distinct areas have ideas that change on interest rates, and appropriate kinds of guarantee.Try to look for that loan that works in your best interest.

Get in touch with all around and see rates of interest and fees. Most pay day loan companies have related costs and interest rates, although not all. You may be able to save ten or 20 $ $ $ $ on the personal loan if an individual firm delivers a decrease monthly interest. In the event you often get these personal loans, the savings will add up.

Make sure you perform a little research. This can help you to compare various lenders, diverse costs, along with other important aspects of the process. You must do analysis on many businesses for the greatest package. Although it will take more hard work, your pocketbook will take pleasure in it in the future. It may be easy to locate an on-line useful resource that will put together info on many organizations for easy assessment.

When you use payday cash loans consistently, it is possibly a signal that you need to be seeking out a personal debt therapist who can help you manage your money. It can be much too very easy to get caught in the pattern of utilizing 1 pay day loan to get rid of another, which could find yourself charging you plenty.

Ensure that you browse the regulations and terms of your pay day loan cautiously, in an attempt to prevent any unsuspected shocks in the future. You must comprehend the whole bank loan deal before signing it and get the loan. This will help you come up with a better option as to which personal loan you ought to accept.

Pretty much almost everywhere you gaze nowadays, you see a new place of a business offering a payday loan. Online payday loans let you borrow cash without having the irritation of a credit verify. The borrowed funds is made for a quick time you must spend it back again easily. These financial loans are simple-expression and this means a very great interest rate.

Restriction your payday loan credit to fifteen-five percent of your own complete paycheck. Lots of people get lending options for more money compared to what they could at any time dream about paying back in this particular simple-term fashion. By receiving merely a quarter in the income in financial loan, you will probably have sufficient cash to pay off this bank loan once your salary ultimately comes.

Look for the interest rates prior to, you obtain a cash advance, even though you require funds poorly. Usually, these loans include extremely, high rates of interest. You need to assess distinct payday cash loans. Pick one with acceptable rates of interest, or look for yet another way of getting the funds you want.

Look into the BBB ranking of pay day loan organizations. There are many trustworthy companies on the market, but there are several other individuals that happen to be less than reliable. By exploring their standing upright with all the Far better Business Bureau, you will be offering yourself confidence you are coping with one of the honourable types out there.

Payday loans must be your last resort. These types of personal loans can get you in serious difficulty. These lenders have really limited contacts that consumers must signal. Use great judgement and think of other methods for you to deal with your bills which means you don’t have to get a pay day loan.

You need to currently have a greater idea of what situations should be considered when contemplating a cash advance. It is not generally a right-frontward process handling your financial issues. But, you will certainly be greater able to perform so while you are aware about your options. With the assistance on this page, you can begin advancing and creating far better financial alternatives.

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Often emergencies take place, and you will need a speedy infusion of money to have through a difficult few days or 30 days. A complete sector providers individuals like you, such as online payday loans, in which you acquire dollars from your next income. Keep reading for some bits of info and suggestions you can use to cope with this method with little harm.

Before you apply to get a payday loan have your paperwork so as this helps the financing organization, they may require evidence of your income, to enable them to assess your capability to cover the financing again. Handle things much like your W-2 form from function, alimony obligations or proof you are getting Sociable Security. Make the most efficient situation entirely possible that on your own with correct paperwork.

Before taking out a loan, it is recommended to look at the loan providers reputation with the BBB. Numerous unethical firms are simply holding out to fleece naive those who are in dire necessity of help. Always ensure you are working with a genuine and trustworthy firm.

Only decide on 1 cash advance at one time to find the best outcomes. Avoid obtaining several personal loans at one time. This will likely put you in extreme threat of running into a lot more debts than you are able to ever repay.

Take into account that you possess particular proper rights when using a payday loan assistance. If you feel that you have been treated unfairly through the loan provider in any respect, you can document a criticism with the status agency. This is certainly to be able to force those to adhere to any policies, or situations they forget to meet. Generally go through your contract carefully. So you are aware what their responsibilities are, as well as your own.

When you discover a excellent payday advance organization, stick to them. Help it become your goal to develop a track record of productive financial loans, and repayments. Using this method, you may come to be entitled to larger loans later on using this business. They may be more willing to use you, in times of actual battle.

Usually do not feel you might be very good after you protect that loan by way of a swift loan provider. Make sure you continue to keep your forms, and symbol the particular date your loan arrives. Breakdown to cover in the time frame could cause being charged lots of money.

In case a pay day loan is one thing that you are going to sign up for, borrow well under it is possible to. The rates of interest for payday loans are generally higher than bank loans or charge cards, even though many many people have not one other decision when confronted having an emergency. Maintain costs downward by borrowing merely a little bit.

Do not create your payday advance repayments past due. They may document your delinquencies towards the credit bureau. This may negatively influence your credit score and then make it even more complicated to get standard loans. If there is any doubt that one could repay it after it is due, tend not to acquire it. Discover one more way to get the amount of money you require.

Establishing a good reputation with your payday loan company is actually crucial. This will be significant, as payment record is considered when figuring out whether to provide to a person down the road and how very much they are prepared to give. To acquire the best from this suggestion, remove lending options in the very same payday lender continuously.

Paying off a payday loan as quickly as possible is usually the simplest way to go. Spending it away right away is definitely a very important thing to accomplish. Financing the loan by means of numerous extensions and income cycles gives the monthly interest a chance to bloat your loan. This could swiftly cost you a few times the amount you loaned.

When you may need fast cash and have thin air more to turn, a pay day loan may be a good selection for you – as long as you are gainfully employed and also have your examine immediate transferred. The rates are really substantial for payday cash loans, nonetheless they are available in handy. Produce a pay day loan work for you by utilizing the information offered to you in this article.

Virtualization for Fast-Growing IT Requirements

The actual need for virtualization basically requires the prior understanding of three things: Why Virtualize? What is Virtualization? And When to Virtualize?

The virtualization technology evolution dates back to the times of main frame computers, where the operators had to utilise huge power resource to run processes. Operating Virtualization addressed this issue by allowing the hardware resource to run multiple operation system images using a single software tool, thus managing the power utilisation in running processes.

Server virtualization is the key aspect of virtualization technology, where the main server is virtualised to create a guest system that exactly works as a main system. A software layer called hypervisor makes this happen by emulating underlying hardware. Here the guest operating system uses the software emulation of the underlying hardware, i.e., virtualized hardware and not the true hardware.

The performance of the virtual system is not exactly the same as that of the true system. Even then the virtualization holds significance as the most applications and guest systems may not demand for full utilization of the underlying hardware.

Thus, the dependence on hardware is alleviated, allowing greater flexibility and isolation of the processes from the main system, whenever needed. Here is where the companies working on multiple applications on multiple platforms can have an advantage of minimization of extra resource utilization.

Virtualization, which was initially confined to server systems, has evolved over the years to suit for networks, desktops, data and applications, among others.

Wings of Virtualization:

Virtualization has spread its wings across six key areas of significance in the IT industry:

  1. Network Virtualization: This reduced the complexity across networks by grouping the available resources in a network, connecting them with independent channels formed as a result of the splitting of available bandwidths. These channels can be linked to devices later, depending on the requirement.
  2. Storage Virtualization: Here, various storage devices are grouped into a single large virtualized storage unit, which is controlled from a central console.
  3. Server Virtualization: This involves the masking of servers so as to limit the server users from accessing server’s complex information, such as physical address, among others, while also ensuring the resource sharing. The software that is used to virtualize the underlying hardware is ‘hypervisor’
  4. Data Virtualization: Here the broader data access is provided to meet the business requirements, while abstracting the very important basic information like storage location, performance, and format.
  5. Desktop Virtualization: Here the main intention is to share the workstation. Instead of server, the workstation load is shared via virtualization, in the name of remote desktop access. As the workstation works in data centre server environment, security and portability are also ensured.
  6. Application Virtualization: Here the application is abstracted from the operating system, and encapsulated. The encapsulated form of the application is used across platforms without having need fo depend on the operating system every time during implementation.

The Best Ever Touring Mods


In the last decade, there have been more advances in 12V technology than in any other area in the 4WDing world. Some of the products that are available cheaply these days would have either cost a mint, or flat out didn’t exist not too long ago. Both input (batteries and charging systems) and output (lights, in-car entertainment, GPS) accessories have absolutely exploded in the last few years and these days you’d be hard pressed to find a touring 4WD that doesn’t have at least a few 12V upgrades.

However with so much choice now available, it can be difficult to know where to start. Over the next few pages we’ll show you what it is, what it does and why you need it!


If you do any sort of driving after dark, your 4WD’s stock headlights will come up short in terms of distance and lighting up the sides of the track where animals seems to always lie in wait for the very last moment they can before jumping out in front of your bullbar. You need a set of spotties or a lightbar. In terms of spread of light, it’s hard to go past an LED lightbar, but if you’re chasing distance – a set of HIDs will light up the track for kilometres in front of you. If you’re after the ultimate set-up, you could always run both…


Having a 12V panel with a few different outlets is a fantastic way to keep things neat and allow you to run your cabling to a single location. This one is set up on the headboard of a ute tray and can run just about everything from this one spot.


Most of us will go for some sort of performance module or aftermarket engine management on the quest for more power in our 4WDs. Deciding on where you fit the module is an important part of this process, as if they’re prone to damage from heat and debris that can find its way into the engine bay.


There’s probably no better piece of recovery gear than a Domin8r X winch. These days quality winches with good solenoids and synthetic rope are available for a few hundred bucks, making them one of the best investments you can make in your fourby. They must be wired to a cranking (not deep cycle).


The availability of 12V accessories is simply going nuts in the 4WD industry right now so plenty of people fit up a second or even third Adventure Kings AGM battery to keep up with the demand for amps from their camp lighting, fridges, winches and entertainment systems.


Illuminator LED strip lights are fantastic ways to light up your campsite or interior as they will give an excellent spread of light and use next to no power. For a mod that you’ll appreciate every time you use them, look no further!





$500 – $1200

$350 – $1800

$100 – $1200


If you buy a complete kit with battery tray and all associated wiring then it’s definitely doable at home. If you don’t know your way around a soldering iron, leave it to the pros

Wiring a winch in is not overly difficult, but if you have to remove your front bar, expect to wrestle with it for the best part of a day. The time might be better spent elsewhere while a workshop handles it

If you can read a wiring diagram and know how to drive a soldering iron then go for it!


There are a few different types of management systems, from marine switches to DC-DC chargers, so do your research. Also, keep in mind that batteries are fairly large so make sure you have enough real estate set aside for it

Mounting the control box on the front bar means that anyone with a controller can activate your winch. Wiring in a cut-off switch or mounting the box under the bonnet is the go. Also, be sure to unspool your winch after it’s installed and spool it back in under load

Check with your state’s laws before mounting lights up on the roof or on top of your bullbar. Also, forget about ‘twisting-n-taping’ wires together. These’ll be subject to a fair amount of vibration so a good solder it’s the only way to join them up


… you’re going to be relying on your 12V gear when out in the bush. If you’re running a fridge then it’s almost essential to have it wired up to a good deep cycle battery.

… you often travel alone or over tracks that can change quickly depending on the weather or time of year. If you need a means of getting out of just about any situation, then a winch is for you.

… you don’t want to hit an animal! We’re not saying good lights will prevent it from happening, but they’ll give you a much better chance of seeing them and let you get off the loud pedal



Should I get a deep cycle or cranking auxiliary battery? It really comes down to what you’re using it for. High draw accessories like winches and halogen lights should be wired up to your cranking battery while lower draw items like LED lights should be hooked up to the deep cycle units, which are designed to be repeatedly drained and recharged. When it comes to choosing your battery, go for the highest CCA (cold cranking amps) you can get for a cranking battery, and the highest a/h (amp-hour) rating you can afford on deep cycle batteries.


It’s no secret that fully loaded up 4WD wagons and utes aren’t exactly easy to see out the back of. By fitting up a camera or two you’re making reversing and towing heaps safer and easier. You will need a screen mounted up to the dash, but we’re yet to hear of anyone regretting fitting one of these up.


Many 4WDers are turning to laptops and tablets to run their GPS software. Not only do these have much larger screens than dedicated GPS units, they also have a heap of other customisable features, and you can run plenty of other programs through them, including using it as a screen for your reverse cameras, making them a much more versatile option.


Keeping an eye on how much charge your Adventure Kings AGM Batteries have holds a heap of obvious advantages. These things are relatively cheap and easy to wire in.


An Adventure Kings 1500W Inverter takes a 12V input and turn it in to 240V output, so you can run your household electronics through them. This is especially handy for things like chargers and the kid’s gaming systems, and on top of that, you now have the excuse you were looking for to bring your massaging foot spa camping with you…


Solar panels are great for running accessories while you’re at camp without draining your vehicle’s batteries. Their ability to provide power essentially comes down to the type of regulator they use, so spend a little extra on one with an MPPT (maximum power point tracking) regulator, as they work much more efficiently.

The Risks and Benefits of Shadow IT

Shadow IT is the term used for personal technologies (BYOD), applications, and software or services supported by a third-party service provider, instead of an organization’s IT provider or technology department.

Over the past several years, Social, Mobile, Analytics and Cloud (SMAC) technologies have been core drivers of innovation (and disruption). Mobile and cloud services have given end-users the ability to access data and perform their work roles from nearly any location. As a result, businesses’ applications have moved from behind the safety of the company firewall to public Software-as-a-Service (SaaS) solutions for everything from accounting to human resources.

These technology trends have also resulted in the “consumerization” of IT, where end-users have come to expect a fast, easy to use, mobile first experience. These expectations can cause with frustration with legacy technologies that may not work as well for employees on the go.

End users gravitate toward the simplest solution. Why go and find a work-related device when your cellphone or tablet is sitting on the desk? Thanks to the Apple’s App Store and Google’s Play Store, employees have access to literally thousands of applications that they can quickly install and use to carry out their job functions, all outside of the network perimeter. So why is this an issue?


There are several issues at hand with Shadow IT. Users choosing their own applications can open companies up to security issues, take them out of compliance with legal guidelines, and negatively affect other users in their business without meaning to. Here are some of the ways Shadow IT can impact your business:

Security – Unsupported hardware and software are not subject to the same security measures as supported technologies. Without the ability to monitor and control application use, software and apps that incorporate business data and integrate with existing business applications are at risk of cyber-attacks and malware infections. This leads to lost time, lost productivity, lost revenue, and lost reputation.

Compliance – The governance and compliance risks from Shadow IT are extremely serious as sensitive data can easily be uploaded or shared. There are no processes to ensure confidentiality of data or access policies if an employee is storing corporate data in their personal DropBox or EverNote account. Breaches resulting from failing to meet compliance guidelines can lead to significant fines.

Workflows and Processes – Technologies that operate without an IT department’s knowledge can negatively affect the user experience of other employees by impacting bandwidth and creating situations in which network or software application protocols conflict. Additionally, IT Support teams may not be ready with answers or a resolution when end users present issues with unsupported tools. This slows down workers and creates additional strain on IT.


For all the risks Shadow IT presents, it also carries the potential for rewards. New applications can revolutionize processes and allow employees to work smarter and more efficiently. This requires a careful balance between management and flexibility.

Most end users do not equate using certain applications or devices with extreme consequences. This is where IT needs to be flexible and communicate well. Instead of telling end users they can only use one system for work, clearly outline what type of data is okay to work on in unsupported applications and which data should remain secure in your supported network. Make sure that you identify allowable uses in your Acceptable Use Policy.

The time has come to move past the denial stage of Shadow IT and communication is key. Educating end users and providing clear, concise, information usage guidelines can help you develop enforceable boundaries. Take the time to understand the processes and needs of employees. Research and employ solutions that address those needs, both current and future. This, combined with a solid cloud and SaaS application strategy can rein back in your end users and data.