Category: Business
Over the years the real estate market has witnessed a tremendous change in the way it runs the business. Intense market competition has compelled the real estate firms to rethink traditional strategies and innovate. Therefore, modern realtors are considering various real estate innovations as opportunities to build up their valuation.
One such innovation prevailing in the real estate market today is the concept of an amenity-packed mobile app. Applications connecting tenants with a pool of amenities are the latest makeover tools adopted by realtors. These apps are now the trending treats offered by real estate companies to retain their existing tenants and attract new ones.
Amenity Apps – The Next Big Thing In Real Estate Market
Recent reports have revealed that the vacancy rate of offices in New Jersey and Westchester County, has increased to 20%. Even the overall vacancy rates of Manhattan is above 8.5%, approximately. With such high vacancy rates in the most competitive real estate markets, realtors have realized the need to adopt differentiated strategies to retain tenants. Hence, realtors are now stepping out of their specialty to foster services beyond the boundaries of property business. The most innovative approach through which builders are now keeping their buildings 100% leased is by introducing amenities.
Why Amenity Apps?
In today’s world where competition is at its peak, workers often fail to maintain a work-life balance. While striving to beat the nerve-racking competition of the modern world, employees are missing out on the necessary routines of life. Regular exercises, health checkups, haircuts, laundry or even picking up a meal becomes a hassle when work is tough.
Realizing these challenging situations of today’s workforce, some prominent realtors like Tishman Speyer and Sterling Bay, created amenity apps for their employees in New York. These apps are helping the workers to achieve a balance between personal and professional life. With these apps, property builders are extending their services to bring in amenities to the doorsteps of their customers.
Life hacks provided through prompt mediums like mobile and tablets are making buildings more attractive for tenants to stick on. Extending real estate services to provide better lives for tenants are not only upgrading the value of buildings but are also turning office markets to service businesses.
Related Reading: How Top Real Estate Companies Leverage Technology to Soar New Heights.
How To Woo Tenants With The Perfect Amenity App?
With amenity apps creating a hue in the real estate market, property builders are striving to introduce spellbinding services through innovation. Office landlords and building owners are integrating technology with small-scale businesses to woo their tenants. But to create an impact in the market, it is necessary to load these amenity apps with captivating features. To help realtors deduce the best amenities for their apps, here’s a short list of the popular ones that are boosting the customer retention rates for some leading real estate enterprises. While food services have already become the baseline of several amenity service apps, few other amenity types are also achieving an eminent position.
Health & Fitness
With healthcare activities gaining popularity among the current young workforce, several real estate firms are loading their amenity apps with wellness services. On-suite fitness programs like massages, meditation, yoga, and other healthcare programs are the prominent features of multiple amenity apps. hOm introduced by the Brookfield Property Partners is one such innovative example of technology-packed amenity provider that offers unique fitness events to create healthy communities.
Closer Communities
Leading real estate providers are trying their best to create active and lively communities. Lack of time and rush life often makes it difficult for residents to engage well with their neighborhood. With a motive to diminish such hostility and create more engaging communities, property builders are now incorporating emerging technologies to implement amenities that bring people together. Services like group discussions, ride sharing, community meetings, travel management, human resource services, etc. are attractive features of amenity apps.
Access to Building Amenities
Gated communities often extend a wide range of amenities for their residents. Generally, these amenities are offered through common communication channels like emails and telephones, which makes it difficult for residents to reach them. Hence, property owners are now featuring portals to bring these building services closer to tenants. Recently Silverstein Properties introduced the Residential Community App which allows tenants to access rent payments, tenant referrals, community and neighborhood maps, shuttle services, discounts, offers and much more through their smartphones and tablets.
Eco-Friendly Environment
With the increased concern of protecting nature, property owners are now focusing on amenities that serve both tenants and nature. The SL Green Realty Corp., initiated a suite called SL Living Green that connects residents with group discussions, educational talks, recycling projects, eco-friendly waste disposal schemes, etc. to enhance their wellness and style of living. These amenity features allow tenants to feel responsible towards nature which attains them a unique experience.
Other Popular Amenities
Few other personal styling and emergency medical care amenities are popularizing among tenants. Medical aids like backup child care, health screening, drug delivery etc are some of the highly accepted medical features of amenity apps. Also, few real estate firms are designing their amenity apps to deliver styling amenities like blowouts and manicures, shoe shining, hair styling etc. to desired locations.
Related Reading: Self Showing App, an IoT application built by Fingent streamlines the complete inspection and leasing procedures of real estate firms. Find more in the case study here.
How Are Real Estate Amenity Apps Winning Hearts In New York?
Isolated lives of metropolitans have marred the quality of life. The struggles to socialize, stay fit and even to groom well, are becoming the increased concern of the modern generation. Hence, the leading real estate firms are empowering their amenity apps with services to sort these hassles of the modern world. One such enterprise is Tishman Speyer, who has integrated technology with small-scale services to create unique experiences for its tenants.
Tishman Speyer, a diversified real estate firm operating properties of worth $89 billion, including the iconic Rockefeller Center in Manhattan, rolled out an app called Zo. The Zo. app is winning hearts in New York, by exclusively connecting its employees to an unparalleled collection of services. They offer exclusive deals which include wellness programs, social and interest group gatherings, backup childcare, on-site health screening, and medical services, dry cleaning pick up and delivery, personal styling, individual meal delivery, catering, and much more. These services are enhancing the living standards of Tishman workers and tenants by creating a hassle-free work environment for them.
Another leading real estate developer in New York, entering the emerging war of landlord amenities is Sterling Bay. They have introduced their own app offering expanded eye-catching amenities for their workers.
Extreme competition in the real estate market is determining the growth of property businesses on the basis of the number of people in it and not by the square footage. More than magnificent buildings, residents are now attracted to communities that deliver unique and lively environment. Tenants prefer buildings that provide amenities through advanced technology channels that enhance the living experience. Incorporating smarter technologies and utilizing real estate software, is emerging to be an essential ingredient in real estate business today.
With emerging technologies transforming communities, the real estate market is witnessing a new era of property services beyond bricks and mortar.
Related Reading: A Property Management Software can be a boon for real estate managers if adopted the right one. Find the secrets of finding the right property management software here.
Read More: Mobile App Development : 4 Tips To Consider
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While most sectors have battled their respective digital disruption by enhancing their own digital capabilities, the real estate sector has been considerably slow to react. This is rather astonishing when you look at the size of the real estate business globally where it surpasses all other sectors to form the most valuable commodity valued at over $217 trillion. In the digital era, no industry is safe from disruptions and this includes the real estate sector as well.
How will custom software transform the real estate business?
With the overwhelming majority of today’s buyers belonging to the millennial group, the sector is witnessing an increased demand for digital innovation. From finance to aesthetics, there is a wide range of applications for technology in the real estate sector and this includes both commercial and residential assets.
What drives the need for digital in the real estate sector?
The three main driving forces behind digital adoption in the real estate sector are
- Buyer Experience
- Transparency
- Compliance
The buyer experience is the ultimate selling point for any property today be it commercial or residential. From the discovery of the property to guaranteed maintenance operations after a sale, today’s buyers need seamless services on all fronts. This could be made possible through a highly connected digital ecosystem that is spread across the entire buyer journey. There is a need for bringing a mature and trustworthy operational model for real estate dealings. Custom digital software can help bridge the gap between realtors, property managers, landlords and tenants in a multitude of ways and bring about transparency and accountability in matters where large financial transactions are involved. Besides the real estate sector draws quite a big eye from the authorities and compliance standards for safety which are amongst the toughest of all sectors. With a digital backbone, it becomes easier for compliance requirements to be validated and audited by government agencies. For buyers, this provides peace of mind and a hassle-free tenure with all risk aspects sorted, at both individual and government level.
What can digital transformation do for the real estate sector?
Now that you are well aware of the need to drive digital innovations, it is time to have a look at ways in which digital transformation can reshape the real estate sector. A gamut of technology innovations exists today that can deep dive into the various nuances in the sector and create lasting experiences for buyers and tenants and transform properties into global commodities. Let us examine the top 5 ways in which the real estate sector can transform with custom software.
Discovery of properties
In the 1980s, close to 22% of home buyers relied on newspaper ads and 8% relied on their friends to discover new properties to buy. In 2017, more than 51% relied on the internet to make a property or a home purchase decision. The internet has become the hotbed for real estate marketing and if you are not out online with full guns blazing, chances are that your listed property or home may not attract any potential interest from the buyers of today. Real estate developers and sellers need to have an attractive website for their property in addition to maintaining a sizable listing on the most popular property portals amongst buyers. Doing your homework on SEO and taking steps to include feedback from powerful search analytical tools provided by search engines like Google themselves, you can improve the online presence of your property considerably.
Related Reading: A Property Management Software can be a boon for real estate managers if adopted the right one. Find the secrets of finding the right property management software here.
Changing the role of real estate agents
Most digital disruptions have focused on massively reshaping the roles of personnel involved and here too, the picture is not different. With the rise of digital portals and custom software, buyers and sellers can connect more directly without losing a hefty price in terms of commissions. But agents are not completely left out as well. They, on the other hand, have a plethora of marketing and customer service tools to offer more privileged and customized services for buyers. The transformation can, however, be a bit painful for real estate agents dealing with residential properties as they can be choked out by a large number of digital listing portals wherein sellers can directly provide information, arrange site visits and even proceed with legal documentation without the agent’s help.
Transforming site visits
By the year 2025, nearly 20 million households in the US would be owned exclusively by folks in the millennial generation. If you expect them to drop by after work or on a Sunday for a property visit, then chances are you will never hear from them after the first inquiry. In the digital age, you can use custom software to schedule and arrange for a suitable site visit time slot that is favorable for both the potential buyer and the agent. It can even facilitate pre-visit conditions such as a deposit, online application, valid document proof, etc. Going a step further, virtual and augmented reality embedded apps can provide a 360-degree walk-through of the property on the buyer’s mobile phone anytime and anywhere. With such digital innovations, the target market would not hesitate in spending an extra premium thanks to the splendid buying experience.
Related Reading: Self Showing App, an IoT application built by Fingent streamlines the complete inspection and leasing procedures of real estate firms. Find more in the case study here.
Setting the terms of leasing or buying
Gone are the days, when you needed hours of documentation to create a transparent lease or buying agreement that aligns with regional laws and complies with all relevant risk management standards. Today custom real estate software can provide digital lease or buying agreements that can be validated by local, regional or national government authorities directly without middlemen leading to significant cost reduction in the entire process. A digital portal could record every transaction from the first site visit pre-requisites to valid document audits, payment information, terms and conditions of the agreement including periodic rental revision agreements, automated payment schedules, etc. Such a massive transformation can bring about significant changes to both residential and commercial real estate properties.
Preventing fraudulent transactions
Having a digital backbone brings with it guaranteed transparency and accountability for every transaction or commitment made between a buyer and a seller. Besides, digital portals having direct validation credentials with government authorities can provide digital verification of documents, identity proofs and other associated legal requirements for every transaction. This can aid in transparent pricing schemes, elimination of bribes and middlemen fees, provide streamlined tax revenue to governments for every deal in the real estate sector thereby eliminating fraudulent transactions.
Related Reading: Read through the case study to know how Fingent developed a customized all-in-one property management solution for one of their leading real estate client here.
Summing up
Though much of the transformation mentioned above is in various initial stages, the real estate sector holds immense potential for future digital innovation. Custom software for the real estate sector can challenge traditional buyer-seller relationships and even wipe out middlemen in the long run as we mentioned in one of the possibilities above. However, staying ahead and relevant at the same time in the digital era is what key players in the sector need to focus their attention on. Write to us to know how our digital transformation specialists can enable the best of real estate innovations for you.
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The real estate industry has traditionally been a technology laggard, with antiquated systems, ad-hoc processes and manual documentation ruling the roost. However, things are changing, with innovation and tech disruption set to change the fundamental paradigms of the real estate sector.
Can real estate technology advances actually predict property prices?
Leveraging Machine Learning Algorithms to Predict Real Estate Property Prices
Smart purchasers and investors look at the value of the property rather than the price. Just as the price of a stock denotes nothing about its inherent value, and one needs to delve into the PE and other ratios to estimate the value of the stock, the price of a property says little about its actual worth, and one has to dig into the underlying data to get to the true worth of a property.
The opacity and lack of access to underlying information surrounding property hitherto inhibited a proper and objective analysis of the true worth of property. Often, the only information available to the stakeholders is the prices at which previous properties of a similar nature, in the same locality were sold. As such, the asking price for properties has always been subjective, depending on what the seller thinks the property is worth, with a loose estimate of the prices other properties have sold in the locality and other subjective insights constituting the basis for asking price.
However, things are changing, and changing fast. Real estate data sets are growing larger and larger with every passing day, every single day, thanks to the ever-improving computing power and cloud storage capabilities. Smart retailers and other stakeholders have already deployed several new tools and services that leverage such data, and many more tools and services are in the offing.
The National Association of Realtors estimates about 42% of buyers looking at property online as the first step in their home buying process. Most of them now delve into further details, such as the crime rates in the neighborhood, availability of public transit, the profile of local businesses such as gyms, groceries, restaurants, and several other factors.
It gets better. Machine learning now infuses objectivity and transparency in property pricing, besides promising a scientific basis into price fixation of property.
Machine learning models, comprising of hundreds of explanatory variables, offer insights into almost every aspect of a specific property, to a very a high level of accuracy and objectivity. Such models scour through piles of data and are capable of not just identifying an accurate price for the property, but also identifying hidden gems among the swathes of properties available for sale. Buyers and may use such insights to quote a fair and accurate price for the property, Sellers may likewise quote a fair price and sell their property faster, without the risk of under-selling themselves. Banks and financial institutions may use the insights to offer loans based on the predicted future value.
Related Reading: How Top Real Estate Companies Leverage Technology to Soar New Heights.
Identifying Correlated Variables
Home buyers and investors often end up making unscientific comparison among two properties and are often deluded by a lesser price for a property, oblivious to the far inferior value on offer.
While the obvious variables such as the number of bedrooms and square foot area may be obvious and explicit, some variables remain hidden or not too obvious.
Some variables are also closely correlated with others. Some pairs, correlated by nature, such as “Basement finished area” and “Basement unfinished Area,” and other pairs, correlated by deduction, such as “Overall condition” and “Year built” help to identify the true worth of a property relative to the asking price.
Machine learning models not only factor in such variables but also give proper weight to each variable. For instance, two homes may seem similar while considering the obvious variables, but property A may offer far better value owing to the superior quality of plumbing materials used in construction and availability of groundwater compared to property B.
Related Reading: Find how Fingent developed a customized solution to streamline all the processes in a property management life cycle. Check out the case study – Rentmoji: All-In-One Property Management Platform.
Unearthing Seasonal factors
Seasonality has an impact on property prices, but the impact may be subtle or hidden. Crunching historical data makes explicit trends in sales prices associated with seasons. For instance, sales may be more surfing summer months, when the new school year starts, leading to a spike in prices. Such seasonal prices help property investors leverage their buys, property sellers price their property more accurately, or postpone their sell for a few months to get a better price, and more.
Related Infographic: Major Challenges of Big Data in The Real Estate Industry
Identifying the True Value of Extraneous Factors
Buyers always consider the neighborhood of the property, in terms of crime rates, the quality of grocery shops in the vicinity, the proximity of schools, and other factors. However, such analysis is often done ad-hoc, and on a generic basis. The “devil” in the detail may often be overlooked. Machine learning models factor in the extraneous factors at a much deeper level, correlating factors such as frequency of power cuts in the locality, unemployment in the locality, frequency of transportation links, school ratings and more, all of which not only offer an objective and scientific basis on the true worth of the property, but also have an immediate bearing on the property prices.
However, the true value of machine learning is the ability to derive valuable trends and insights from the data. For instance, analysis of police arrests and the chemical compounds in sewers indicate the use of crack cocaine, indicating that gentrification could soon arrive. When the crack is replaced by cocaine, it may indicate that gentrification may already be complete. Such insights may not be available at plain sight and may be impossible to decipher without the analysis of such underlying data.
While real estate technology now makes it easy to predict property prices with a high level of accuracy and objectivity, the challenge is creating the underlying data models in a robust way. The machine learning system is only as good as the algorithm which powers it. Success depends on creating linear models, co-opting all possible categorical variables and historical data associated with each variable.
Related Reading: Read through to find how trending technology is disrupting the real estate industry.
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The digital transformation wave that is transforming businesses across the world has had major influences on the way custom software development is treated by technology teams. Today software development is all about improving the experiences at multiple levels for businesses. Experiences include customer experiences from their end customers during a transaction journey and operational experience of staff who utilize technology solutions to drive more customer love. Technology is bound to change and business owners must be willing to meaningfully bring about changes in their custom software development concepts to incorporate the best solutions to run their business smoothly.
Reap your success in the digital age following these 5 custom software development trends
Let’s have a look at the changing trends in custom software development that warrants big attention from businesses across sectors. Following are our picks of the top 5 contenders in technology trends that every team engaged in custom software development must be aware of:
1. The growth of open source technology
A decade ago, you might not have found too many takers for open source technology. But, today only less than 3% of worldwide businesses do not use any form of open source software in their enterprise technology stack. In the initial days, it was largely seen as a playground for beginners in software development to try out building applications for free. Today the world’s biggest technology companies like Google and Facebook utilize open source software to run their most mission-critical systems. They also contribute significantly to the maintenance and growth of developer communities around these open source technologies. Take a look at all the leading application development technology available today like Java, PHP, Angular, React, Hadoop, etc. They are all open source and powers some of the world’s biggest enterprise and consumer-facing digital applications. If your business has frequent technology requirements, then this is a trend in custom software development that definitely needs to be on your top priority.
2. AI-ready software
AI is already a mainstream component of almost every digital platform that people use today. From e-commerce to movie streaming, companies are rolling out machine learning capability to help software learn more about its users and automatically provide them with great experiences. AI-powered chatbots are today serving queries of billions of people online and businesses are investing heavily in making these bots more intelligent by the minute. For software developers, it is essential to know the in and out of writing code that blends well with self-learning algorithms to provide optimal value for businesses utilizing applications that run this code. AI has a key role to play in the future when it comes to interacting with end customers directly. Hence custom software developers need to focus their skills on creating meaningful front-ends that can resonate AI actions, scalable back end engineering that can supplement complex AI algorithms and powerful databases that can deal with the huge volume of data that needs to be handled by AI systems to create meaningful experiences.
Related Reading: Find the top AI trends of 2019.
3. Cloud takes new dimensions
The world’s best run businesses today run their technology core on the cloud. From platforms to infrastructure, cloud computing has transformed the way enterprises use software applications. 73 % of the world’s businesses have at least one application or an infrastructure element on the cloud. From becoming more agile in terms of application engineering to saving fortunes by removing on-premise infrastructure costs, businesses are re-inventing themselves in the digital age. The benefits are endless – scalability on demand, global availability, top gun service providers in every niche, etc. With cloud computing, your technology workforce can be empowered with mobility i.e. the freedom to work wherever they want and with whatever resources they need. This is yet another trend that every business needs to take seriously to improve their ROI on technology investments.
Related Reading: Find how a cloud platform like INFINCE can untangle technology for business.
4. Security to be given a top priority
While the rise of cloud computing and the transition of on-premise software engineering to rich internet applications have created better digital experiences, they have opened new cans of worms for developers to deal with. In the US alone it was reported that there are over 130 large scale targeted breaches of confidential user data residing on enterprise applications of businesses. This figure is growing at an exponential rate of 27% every year as well. Security aspects cannot be overlooked now not even for the smallest of applications. Any vulnerability in your code will turn into a feasting ground for cyber threats in an increasingly internet dominated world. It’s not enough to write a great code but also to practice secure coding standards to enhance safety and ensure customer data is never compromised.
Related Reading: Find which option is a better choice for your business, Custom Software or Off-the-shelf.
5. Customers are the heart of everything
Today it is not just your sales process or your customer relations team that needs to have end-consumer centric thinking on their operations. Even your custom software development team needs to have a work objective centered on a customer-first philosophy. Human behavior of your target digital audience needs to be modeled and referred to while creating applications. This is crucial for recommendation systems, lasting user experiences and above all improve brand loyalty by creating wonderful digital experiences. Feedback systems need to convey responses directly to core technology teams and they need to drill this feedback into the very depths of every implementation and every programming logic they use to achieve business goals.
These are our picks for the top 5 trends in custom software development that businesses of all sizes need to consider today. In an increasingly digital age where customers dictate the fate of every single of your investment, it is imperative for organizations to have a comprehensive look at how these trends can be incorporated into their technology roadmaps. Those failing to do so are in for massive repercussions as it doesn’t take decades for big corporations to fall to their heels for lack of innovation. The examples are right in front of you. Investing in the right technology with the right advisory is crucial for businesses to continuously innovate and stay relevant in changing times.
[Custom Software Vs Off The Shelf – Fingent]
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If you’ve ever tried decorating your home using the IKEA app, or used a Snapchat filter, or even played Pokemon Go, then Augmented Reality (AR) has already invaded your life. Although AR remains a revolution yet to happen, it is evolving rapidly to transform the way we work, learn, play and connect.
Tim Cook quotes –
“AR will happen, it will happen in a big way, and we will wonder when it does, how we ever lived without it. Like we wonder how we live without our phone today.”
So what exactly is Augmented Reality?
The word itself answers the question!
“Augmented”, originated from the word “augment”, means to add or enhance something. With the power of narrowing spaces between Reality and Virtual Reality, AR enhances physical objects with digital information to create an interactive experience of the real-world environment.
Google defines Augmented Reality as – “a technology that superimposes a computer-generated image on a user’s view of the real world, thus providing a composite view.”
How Augmented Reality Is Creating An Impact in the Travel Industry
With the power of gripping human minds, AR is changing the game for marketers. Technology is opening magical doors for industries to enrich their customer experience. According to a Statista report, the Augmented Reality market is estimated to grow from 5.91 billion to more than 198 billion U.S. Dollars by 2025.
However, the travel and tourism sector has already shown remarkable transitions with Augmented Reality.
How is the travel industry leveraging the wonders of AR and what lies for them in the future – are a few questions answered in this blog?
Importance of Augmented Reality in the Travel Industry
Before we dig into the innovative uses of AR in the industry, let’s take a look at how the technology is turning important to the sector.
Unlike other industries, travel and tourism is a highly researched sector. A customer never plans his travel, stay, or food places to visit, without thorough research. The quest for information does not stop for a customer even after he/she arrives at their destination. Moreover, all this information is searched on various mobile devices. A survey by Opera Mediaworks reveals that around 66% of travelers prefer using smartphones for travel research and booking.
Here is where Augmented Reality jumps in to make a change!
AR capacitates the ability to enhance search experiences by providing enticing and interactive information. With innovative mobile apps, these augmented experiences can be extended to travelers, easing their travel search and building up trust. Experts predict that embracing the power of AR can prove to become a boon for the travel and tourism industry.
How Is Augmented Reality Reshaping The Tourism Industry?
Augmented Reality is turning to be the traveler’s new ally! Layering digital information over existing reality, AR is easing the planning journey and boosting travel experiences for tourists. Although the industry has not completely leveraged the technology, yet a few pioneering mobile apps are creating indelible travel experiences.
1. Apple Map – “Flyover” Mode
Apple maps with its flyover option are enabling iOS 11 users to explore cities in the 3D view. Navigating with this feature is a lot like watching a 360-degree video where one can change the point of view by walking around. The flyover mode integrates augmented reality with Apple Maps to enable users to take a walk through the city while at home.
2. App in the Air – ARvis
App in the Air, a travel planning app, is easing the quest of finding flights for its users. The app allows users to view a plane seat at its true scale, enabling them to make better booking decisions on the basis of comfort. With an augmented view of the inside of a flight, travelers can directly compare their carry-on luggage to the airlines permitted baggage size.
3. Wikitude
Voted by the Augmented Planet Magazine as the best-augmented reality browser of 2010, this app enables users to locate restaurants, stores, and other places nearby. Using location-based augmented reality, Wikitude recognizes interesting places around for travelers to visit. The only thing they ought to do is point the app to the desired direction.
Why Is Augmented Reality The Future Of Travel Industry?
Tourism is all about creating unique experiences, and augmented reality has the potential to support tourism with innovative modes of customer servicing. It is believed that in the coming year’s AR will disrupt the business models of the sector. Here is a list of how augmented reality is providing long-term values for both customers and the tourism industry alike.
1. Innovating Advertising and Marketing
It is not surprising that mobile devices play a vital role in booking travel services. According to Expedia, 78% of travelers reveal that the informative content from destinations or travel brands influence their decision-making process and 46% reveal that ads with informative content are influential. Clearly, there’s an appetite for mobile advertising with compelling content.
Augmented reality holds the potential of enabling tourist companies to narrate their services more creatively. Providing virtual tours of hotel suites and other amenities with a single tap on mobile screens, not only eases the research process for travelers but also helps them make better booking decisions.
AR ad formats, also build a customer’s trust towards the service and increase the probability of turning one-time guests into long-term customers. AR empowers travel brands to inspire customers with interactive information and engaging experience.
2. Enhancing Travel Convenience with AR Apps
Travels can turn hectic with a lack of proper and timely information. With AR, travel brands are extending mobile apps for tourists, to enhance their travel experience and convenience.
AR Travel Apps to Ensure No Tourist Is Lost: Finding your way in an unfamiliar town is challenging. AR turns navigation apps cooler with added digital elements like arrows and other valid information. By integrating phone cameras with Google Maps, AR can enhance a traveler’s experience of exploring a new town.
AR Cutting Down Language Barriers: It is pretty much unthinkable to travel to a foreign land without a translator. But with augmented reality, smartphone cameras can translate foreign languages for users.
AR Extending 24/7 Tour Guide: Finding a perfect store or restaurant is getting simpler than ever before. With Augmented Reality, smartphones are turning into tiny encyclopedias. Screening through hotel reviews or locating historic buildings has become more seamless and interactive with AR travel apps.
[Source : Florence Travel Guide – Italy – Augmented Reality]
3. Creating Attractive Destinations
Teleporting seems possible with augmented reality. Enabling to view the evolution of landmarks in time perspective, enjoy 3D models of places, and experience travel through time, AR is allowing theme parks and zoos to create extraordinary attractions. One of the greatest examples would be the L.I.V.E. Centre theme park, which leverages AR/VR to combine art, culture, architecture, design, and retail with projections, surround sound, and special effects.
Thus to summarize, augmented reality promises to strengthen the four components of travel and tourism – transport, accommodation, catering, and tourist attraction. Accounting for the innovations of AR in the industry, experts predict travel and tourism to be the first industry to revolutionize soon with augmented reality.
Related Reading: Find how Augmented Reality can be the future of communication and security.
To unfold the hidden opportunities for your business with emerging technologies like AR/VR, contact the tech experts at Fingent today!
Augmented Reality is already enhancing travel experiences with innovative mobile apps. Is this the beginning of a revolution or is it the only transformation augmented reality can bring into the industry?
Augmented Reality is already enhancing travel experiences with innovative mobile apps. Is this the beginning of a revolution or is it the only transformation augmented reality can bring into the industry?
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Most of us, technology geeks or not, are eager to stay first in line to catch up with the latest game-changing technology trends. Here we are to know which technologies will thrive in 2019!
The Potential Technology Trends You Need To Explore In 2025
Have you ever looked up at the sky and clapped your eyelids on a bat? This is commonplace. But what if it was a drone. Or would it be a flying fleet? Since we don’t belong to the Jetsons family, the latter is not expected but we are close to it! 2019 is definitely a transformative year for technological innovation!
According to Gartner, the Top 10 Strategic Technology Trends for 2019 are Block chain, Artificial Intelligence, Empowered Edge, Privacy and Digital Ethics, Quantum Computing, Immersive Experiences, Augmented Analytics, Autonomous Things, and Digital Twins!
This is just the tip of the iceberg. Following are the emerging technology trends and catalyzing technical innovation that we can expect to see more of in 2019!!
Related Reading: Find how digital innovation is transforming today’s business world.
1. Blockchain Technology – The ‘New Internet’
Some call Blockchain technology the ‘New Internet’. The blockchain is the brainchild of a person or group of people known by the pseudonym, Satoshi Nakamoto. It permits digital information to be distributed but not duplicated.
It was first devised for the digital currency, Bitcoin. It is also called the “digital gold”. To this day, the total value of the currency is nearly $112 billion US!
“Blockchain solves the manipulation problem”, says Vitalik Buterin, inventor of Ethereum.
2. Artificial Intelligence (AI)
Apart from AI-powered chatbots, 2019 will witness chip manufacturers such as Intel, NVIDIA, AMD, ARM, and Qualcomm shipping specialized chips that speed up the execution of AI-enabled applications.
2019 will also be the year for hyperscale infrastructure companies like Amazon, Microsoft, Google, and Facebook.
Related Reading: Check out the top AI trends of 2019.
3. Cloud-independent edge computing
The study from IDC illustrates that 45 percent of the entire data created by IoT devices will be stored, processed, analyzed and acted upon close to or at the edge of a network by 2020! Edge computing is a mesh network of data centers that process and store data locally before being sent to a centralized storage center or cloud.
4. Privacy and Digital Ethics
Facebook, recently witnessed the biggest security breach in which 50 million accounts were compromised. Facebook, later clarified that data of 30 million accounts were stolen.
People are becoming more nervous about how organizations and third-parties are using their personal data.
5. Quantum Computing
The world is behind building the first fully-functional quantum computer. Also called the supercomputer, this is expected to be a cloud service rather than an on-prem service. IBM is already offering cloud-based quantum computing services. For instance, the automotive, financial, insurance, pharmaceuticals, military, and research industries have the most to gain from the advancements in Quantum Computing.
6. Immersive Experiences
Conversational platforms are changing the way in which people communicate with the digital world. Virtual reality (VR), augmented reality (AR) and mixed reality (MR) are changing their approaches to know more about people’s perception.
7. Augmented Analytics
Augmented analytics relies on augmented intelligence. This uses machine learning (ML) to transform how analytics content can be developed, consumed and shared.
“Through 2020, the number of data scientists will grow five times faster than the number of experts”, says David Cearley!
8. Autonomous Things
Autonomous things, such as robots, drones, and autonomous fleet, use Artificial Intelligence techniques to automate their functions that were previously performed by humans.
9. Digital Twins
A digital twin is a digital representation of real-world items that are interlinked. Cearley states that there can be digital twins of people, processes, and things!
A DTO is an aspect of the Digital Twin evolution that is a dynamic software model that relies on operational or other data. DTOs help drive efficiencies in business processes.
Apart from these, there are other key technology trends that organizations need to explore in 2019. These include:
10. Cybersecurity and Risk Management
According to the estimates from the firm Gemalto, the data breaches were 4.5 billion in the first half of 2018! The University of Maryland study found that hackers attack computers every 39 seconds.
In 2019 we will be facing a more sophisticated array of physical security and cybersecurity challenges.
Cybersecurity is thus the digital glue that has held IoT, Smart Cities, and the world of converged machines, sensors, applications, and algorithms operational throughout!
11. Smart Spaces
A smart space is a physical or digital environment in which humans and technology-enabled systems interact in an increasingly open, connected, coordinated and intelligent ecosystems, according to Gartner! The world of technology is to enter accelerated delivery of smart spaces in 2019.
12. Self-powered data centers
Data centers grow every minute with the implementation of virtual servers and storage, energy-efficient buildings. In 2019, the data centers are expected to run on its own self-contained power plants!
13. IoT integration
2019 will witness more IoT implementation. An International Forrester IT survey that said among a recent group study, 82% of respondents were unable to identify all of the devices connected to their networks. Of this lot, 54% were nervous about device security, and 55% were concerned about integration!
Related Reading: Find the role of Data Analytics in Internet of Things (IoT)
14. More self-service IT kiosks for business users
2019 will be a year of IT innovation designed to build better communication between IT and end users. The self-service IT kiosks to be set up would enable users to log on and choose what they want for the apps that they build.
15. The Internet of Things and Smart Cities
50 billion equipment, including smartphones, and others are expected by the IoT to be wirelessly connected via a network of sensors to the internet by 2020!
The term “Smart City” means creating a public/private infrastructure to conduct activities that protect and secure citizens. It integrates communications (5-G), transportation, energy, water resources, waste collections, smart-building technologies, and security technologies and services!
To upgrade your business with the latest technology trends on the table, contact the experts at Fingent today! Also, read through our latest blogs to learn more about accelerated technological development!!
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Also known as Intelligent Automation, Robotic Process Automation leads to business success with the robots being able to perform complex tasks. Recent researches have shown that robotic process automation can help in successfully carrying out 87.5 percent of the tasks on time on its own!
According to Forrester Research, 2018, “CIOs should use robotic process automation to digitize and optimize operations, to create and act upon advanced insights, and to drive business technology innovation.”
Institute for Robotic Process Automation and Artificial Intelligence, define RPA as an application of technology that aims to automate repetitive business processes. RPA tools help a company to configure software—a “robot,” so to speak—in order to capture and interpret applications for processing transactions, manipulating data, triggering responses, and communicating with other digital systems.
Everything you need to know about using Robotic Process Automation For Your Business Growth: Tips and Tricks!
Over the next three decades, statistics show that over 76 million baby boomers, rather freshers will retire and only 46 million new workers will be available to replace them! During this time, the demand for labor will rise, making robotic automation a real and viable solution! But this does not indicate that Robotic Process Automation means career extinction!!
Robotic Process Automation – Important Insights and Forecasts!
North America bagged the highest in 2017 for using RPA and the trend is expected to continue over the forecast period. The reason is the increased penetration of automation and process management solutions across the region. The fastest-growing region is expected to be the Asia Pacific. It was valued at USD 45.9 Million in 2017. Automation, which includes machine learning, robots, and AI are the strong sectors for market growth in the Asia Pacific region.
Let’s walk through the major ways in which Robotic Process Automation drives business growth:
Cost Savings By Making Work Robo-Automated!
Implementing Robotic Automation in your business enables 24/7/365 operational functionality at the cost fraction of an individual! Through work process automation, administrative costs are reduced immediately and no additional back-office resources are required. Implementing RPA requires an initial financial investment, but it increases the overall efficiency and productivity. It ensures the reduction of errors as well.
Advanced Analytics Prove Business Process Optimization
Data is King! Recent studies have shown that the use of automation ensures 100% compliance of data-driven regulatory standards (HIPPA, PCI, etc.). Integrating technology within any enterprise infrastructure function enhances the ability to predict future results and optimize business processes.
Through the use of Robotic Process Automation, operational processes can be assessed based on the performance data of your business. By creating a constant data-driven feedback loop, higher levels of efficiency can be measured. This cannot be achieved with human operation.
Improved Performance, Efficiency, Quality and Reliability
Robotic tasks and workflows are efficient and ensure 100% accuracy and availability. Automation eliminates repetitive functions.
RPA helps employees to apply their skills and experience toward core business objectives. This is made possible with automation as repetitive mundane tasks can that drive innovation and growth.
Protection from Injurious Tasks
Also termed Musculoskeletal Disorders (MSDs), Repetitive Strain Injury occurs from performing the repetitive tasks at high speeds. This results in swelling and cramping. When performed continuously at high intensity for a longer duration, it results in a chronic disorder!
According to the statistics, in 2012, the manufacturing industry had the fourth highest number of MSDs, with 37.4 incidents per 10,000 workers. In such cases, robots are the best suited for completing repetitive tasks, thus saving employees from dangerous work disorders!
Automation Workflow Independence With RPA Integration: Correct Those Brittle Workflows
What can be more charming than the freedom to integrate with any available technology? A prime advantage of RPA integration is it does not require Information Technology (IT) resources.
When funding for large IT projects is a bottleneck for corporations because of its need for programmatic integration with enterprise-wide systems and applications, it forms a major IT development barrier.
For instance, consider the success of Software as a Service (SAAS) solutions such as Salesforce, Zendesk, GoToMeeting, Slack, Workday and so on. These have witnessed tremendous success by their ability to be deployed with very limited technology backbone. Similarly, Robotic Process Automation bypasses the IT sector through its “View Layer” integration approach. The centralized engine it has is trained to communicate and operate with existing applications at the desktop level and not the back office. Thus robotic process automation rules and workflows can be defined by anyone!!
Surface Automation and Document Processing With RPA: Need to Handle Brittle Workflows
RPA is useful when you need to automate the process of adding data to or manipulating data within one of those systems. This is called Surface Automation. RPA provides an effective solution for accessing and working with data housed in those systems.
Additionally, RPA tools are used by businesses for Document Processing. These RPA tools can open a file, parse its contents, and move files.
The concern is since RPA engages with systems on a surface level, the workflows built with RPA are brittle. For instance, If a document’s format changes, the RPA process must change accordingly. So now there is a need to streamline these brittle workflows.
The Future Is Now With Robotic Process Automation!!
The Robotic Process Automation (RPA) market size was valued at USD 357.5 Million in 2017 globally. This value is expected to reach a CAGR of 31.1% over the forecast period.
The ever-mounting demand for Business Process Automation (BPA) through the use of Artificial Intelligence (AI) and software robots are featured to be the key growth-driving factor for the market.
Integrating RPA in the core business enables a business to streamline IT and business operations.
Also, its ability to mimic the numerous skills of humans, without human intervention while consistently carrying out prescribed functions and scaling up or down to meet the demand is expected to augment the market demand!!
Robotic Process Automation will play a significant role in the automation of Customer Experience and be a key factor in your business in the near future! Consult our experts at Fingent to know how Robotic Process Automation can bring incredible changes to your business.
Related Reading: CTOs Guide – How Robotics and AI Can Improve Customer Experience
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In this era of rapid digital transformation, new technologies have opened up opportunities and created challenges, fundamentally transforming customer experiences, operating models and the work environment.
While the scope, scale, and complexity of business technology has evolved at an exponential rate, sophisticated technology has also become more accessible to a wider audience. Such accessibility enables a thriving digital culture which can be a source of competitive advantages across all business functions – recruiting, training, sales, sourcing, manufacturing, logistics, marketing and more. While in the past, technology providers (like us at Fingent) predominantly worked with IT departments, today we often work with functions like finance, sourcing, HR, project management and logistics, with minimal or no involvement of the customer’s IT team.
More importantly, access to robust technology is also no longer exclusive to large enterprises. Commoditization, outsourcing, and good connectivity have driven down costs, making technology accessible to businesses of all sizes, across the globe.
By providing an attractive basis for innovation, improving cost efficiency and differentiation, the synergy between technology and business processes is no longer optional, but a must-have.
Studies reveal that 55% of startups have already adopted a digital business strategy compared to 38% of traditional enterprises.
While the specific technologies that can be leveraged for business growth, will vary widely across organizations, there are a few common themes that business leaders can consider.
The Cloud democratizes Information Technology
Cloud computing is really the internet as we use it today. Dropbox, One Drive, Facebook, INFINCE, AirBnB, Twitter, Uber…. Are all in the cloud. It is really an umbrella term that covers a variety of on-demand computing and storage services as IaaS (Infrastructure as a Service), PaaS (Platform as a Service) or SaaS (Software as a Service).
Related Reading: Choose the right Cloud service model for your Business
Cloud technologies help discard or avoid the need for physical IT infrastructure, and on-premise support structures for computing capabilities, by virtualizing these across server farms or data centers. Using cloud-based services providers, businesses can leverage IT assets as programmable resources, which are global and scalable on demand. This allows a business to access or lease computing resources and storage power far greater than what it may have been able to access on local infrastructure, while still being able to scale up or down in a cost-efficient manner.
Consider V Locker, an Australian firm providing automated locker solutions for freight deliveries. V Locker manages lockers for B2B customers across the globe from Australia, using IaaS (Infrastructure as a Service) and PaaS (Platform as a Service).
On the cloud, multi-tenancy enables effective resource utilization, reducing costs to make the cloud a cost-efficient option for most organizations. For e.g. SaaS (Software as a Service) Property Management service Simple Rent uses multi-tenancy to provide a low-cost, high quality offering to the commercial and residential rental business.
While the Enterprise IT spend on the cloud is relatively small, it is the fastest growing segment, slowly replacing on-premise systems. At one end of the spectrum, Oracle and Microsoft are slowly shifting legacy products to the cloud, pushing many large enterprises to follow suite. At the other end, solutions like Infince have taken enterprise cloud a step ahead by blending SaaS and IaaS for small/medium sized businesses, providing a cost-efficient, secure cloud-based alternative to expensive alternatives. The cloud makes robust enterprise technology accessible globally to businesses of all sizes without the need to invest in expensive infrastructure or large teams.
Data – Big, Small and everything in between
With the relentless digitization of business and society, we have access to extraordinarily large amounts of data. Transactional data (from digitized business processes via ERP, CRM, HRMS, POS, and similar systems), Social data (Facebook, LinkedIn, YouTube, Twitter and the like) and Operational data (from connected devices and IoT systems) can be leveraged to provide better customer experiences and improve operational efficiency. The key is not just to gather data, but to leverage it with analysis and insight. From an organizational perspective, this can require experts from multiple disciplines to work together to peel back multiple layers of data and insight.
Related Reading: Find out how Big Data is changing the Healthcare sector.
Success depends not on the indiscriminate application of technology to data, but on a coherent approach, of identifying critical data that matter, and using the right technology to generate relevant and actionable insights, delivered to key stakeholders in the value chain, in real time.
In the realm of marketing, successful big data analytics manifest as tracking everything a customer or prospect does and generating real-time alerts to the marketer or a front line executive dealing with the customer. For instance, if the customer walks into a store, the automated analytic solution alerts the sales executive immediately, and everything related to the customer, including their preferences, purchase history, and more, surfaces to the executive’s tablet. Likewise, if a prospects click on an ad or downloads an app, the marketer gets an alert immediately, enabling them to engage the customer proactively, to close the deal or move the prospect up the lifecycle.
From Digitization to Digitalization to Digital Transformation
Digitization is the conversion of analog physical objects into digital goods. Paper to PDF or Doc, or physical cash digitized to mobile payments, physical signatures to electronic signatures – these are all digital manifestations of non-digital objects. Digital goods have low marginal costs, are non rival, and can easily be bundled with other digital or non-digital products. Consider online user manuals, learning management systems. Usually the first step in an organization’s technology journey, Digitization sets the foundation to enable Digitalization and Digital Transformation.
“Digitization and digitalization are two conceptual terms that are closely associated and often used interchangeably in a broad range of literature. There is analytical value in explicitly making a clear distinction between these two terms.” – Scott Brennen and Daniel Kreiss
Digitalization is about leveraging technology to create, enable or transform a business process- usually leading to one or more of- the discovery or new opportunities, reduced risks or efficiency gains. For example, field service management solutions like ReachOutSuite help deploy digital forms to field technicians across various locations. It reduces the risks of revenue loss due to errors, inefficient scheduling and underprepared staff. This service also increases efficiency by maximizing staff utilization and getting more jobs done pre-staff. It further enables the identification of new opportunities by enabling techs and backend admins to understand customer experience better. Digitalization of business processes is par for the course these days with a plethora of packaged and custom built software available for enterprise planning, managing business finances, training, projects, customer management, and human resources.
Find how ReachOutSuite can make a work order manager’s life simpler.
- CRM systems coordinate business processes that are key to generating leads, converting them into prospects, and, subsequently, into regular customers. Additionally, CRM software solutions supply business managers with data processing and analytic tools to help refine marketing strategies, improve customer service and track overall organizational performance. Through centralization of business data, CRM software tools streamline the decision-making process and automate repetitive tasks.
- Project management software eliminates laborious paperwork and tedious planning processes. With the right tools, businesses can control projects costs and improve the efficiency of related operations. Technology automates most project management processes to make it affordable and practical for any type of business. The main benefits of implementing project management software include – Easier project planning, monitoring and tracking, Improved collaboration, Better organization, and future planning
- ERP systems boost productivity and promote business growth in two primary ways. First is automating business processes to improve accuracy and save time for all employees. Second, ERP systems unify data generated by the business and make it available to decision-makers and other managerial parties throughout th
e firm. It eliminates data sharing problems among departments and makes the information accessible to everyone.
Digital transformation is about leveraging digitization and digitalization to transform a business unit’s or an organization’s approach to business. This can involve one or more of – new business models, overhauling customer experience, radically different manner of service or product delivery. The transformation is driven by the business, and not by the IT team. For instance, consider Replika, which connects brick and mortar sales to the digital realm, transforming the way sales is managed for retail. Emerging technologies will create new business models that may be hard to understand or foresee today. For instance, digital securities based on blockchain based technologies can unbundle ownership of analog assets like property or gems, while making it possible to bundle diverse asset classes to create new portfolios for investment. Such digitization of previously illiquid assets creates new customers, new strategies and new business models that may not be possible to fully comprehend today.
Related Reading: Find out how INFINCE is the ultimate digital transformation for small business of today.
In conclusion
Technology is a disruptive force. In the current ever-changing and multifaceted business environment, technology can not only help improve your businesses’ agility but can also provide cost-effective means to innovate your products and services, improving customer experience. The key is to adopt the right tools and partners, while actively planning the change and deployment.
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Digital revolution has not just changed how businesses are perceived but also how businesses are performed. It meant a shift from the conventional means of operation to the one aided by technology. In today’s age, every aspect of a business from operations to management is run using digital tools. Such digital transformations has changed every industry and revolutionized the way of serving the customers, improve the competitiveness of the business and pushed forth its expansion into the global market.
Coleman Parkes Research in one of their surveys identifies that 82 percent of respondents have adopted digital technologies for redefining their businesses. This complete overhaul of business with the reinvention of business operations are affected by the advent of mobile, cloud, social, and big data analytics. So has the transcendence of a digital world helped grow businesses? If yes, what are the ways in which businesses can take advantage of the same?
Related Reading: Implementing a digital transformation strategy for your business requires adequate know-how of the varied process involved in the same. Know about the five crucial questions to consider before initiating your digital transformation journey here.
What are the innovative changes?
Early on, businesses built websites as a front for providing only information. With interactivity and the onset of the mobile revolution, sites and apps started to provide much more. They are used to offer services and products right at the doorstep of customers. The use of social media has enhanced the knowledge regarding what the customers like and what they seek. Businesses can use this medium to understand and tailor personalized experiences to provide real value to their customers.
Big Data analytics has changed the way businesses adapt and change. From decision making to predicting customer preferences and hiring the right skill sets, big data analytics has emerged as the game changer for businesses today by influencing how they deal their data. Instead of undertaking a market study, there is relevant data that tells what is working in the market and what is not.
The competitiveness
Each business that enters into a digital transformation is out there to compete every second. Imagine the new generation of customers who have everything at the tap of a button. Businesses need to be on their toes to deliver rich, real-time interactions with an element of personalization to keep their customers engaged. Also, the need to keep updating and innovating with respect to the competition is a necessity to save the business from running into the ground.
The increased reach
Even though the competition increases with the digital transformation, businesses can take advantage of the fact that now they have reached a global audience. There is a market for the niche of products and services since customers have a way to access them easily. Also putting a step into innovation ensures that your business is at the forefront of achieving a profitable chunk out of the industry.
Improved avenues
Since transforming the business into a digital space is no longer an option, businesses should start utilizing the benefits of such a change. Pervasive digitization of services and products can be made to ensure that there are no barriers between the business and their customers. Also, traditional companies can start making efforts to revamp or add new services that are digitally available to increase their profits. Monetization from digital platforms and collaborations with partners can further help achieve better profits from an untapped source of customer relationships.
Related Reading: Take a look at the CIO’s opinions of digital transformation initiatives deployed across different businesses here.
How to make the most of this digital transformation?
In today’s day and age, no business is smaller or bigger, each of them competes in a virtual, digital space that offers fair ground for competition. Businesses should start looking at Big Data analytics and use the social media space to push their content to the customers. The idea is to be always supple, no matter how big or small your business is. Think like a startup at every step to understand the new technologies, the revolutionary changes, and be flexible to adopt them quickly. Having a digital core at the heart of your organization to manage and operate the business is the right way to go ahead in this modern digital era.
If your business is seeking to get into the race of digital transformation, it is important to act right now. Late adopters can have serious disadvantages since the competition is already in the domain. If you are looking to adopt a business model that utilizes a digital core, we can help. Embrace the digital transformation with the best developers to get to the forefront of change.
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Artificial Intelligence (AI) is the rage now, but like all things tech, it is in a continuous state of evolution. Here is how Artificial Intelligence is expected to play out in 2019.
1. Complex AI-enabled chips in the Offing
The tremendous power of Artificial Intelligence, manifesting in the ability to undertake advanced mathematical calculations, number crunching, facial recognition, object detection, and other complex tasks, come with a hardware cost. Even the fastest and most advanced CPU is inadequate to improve the speed of training an AI model. Seamless execution of AI models requires additional hardware, in the form of specialized processors to complement the CPU.
Leading chip manufacturers such as AMD, Intel, NVIDIA, Qualcomm, and others, however, are working on removing the limitation, and are on the cusp of rolling out specialized chips that speed up the execution of AI-enabled applications. Hyperscale infrastructure companies such as Google, Amazon, Microsoft, and Facebook are also increasing investments in custom chip development. These new chips would be based on field programmable gate arrays (FPGA) and application specific integrated circuits (ASIC) and optimized for specific use cases and scenarios.
Needless to say, the new chips in the offing would make high-performance computing tasks such as query processing and predictive analytics very fast and seamless. Such chips would find application in a host of industries such as healthcare, automobile, and more.
Some of the early bird initiatives, such as Project Nitro from Amazon, Cloud TPUs from Google, Project Brainwave from Microsoft, Intel Myriad X VPU is a portent of the things to come in 2019.
2. Rise of ONNX to Facilitate Interoperability among Neural Networks
Developing workable AI based neural networks depends largely on selecting the right framework. While plenty of choices exist as to frameworks, developers are hamstrung by the lack of interoperability among such frameworks. This holds true for all the popular frameworks in vogue, including TensorFlow, Caffe2, Apache MXNet, PyTorch, Microsoft Cognitive Toolkit, and others.
Industry biggies such as AWS, Facebook and Microsoft are however are working on it, and have collaborated to build Open Neural Network Exchange (ONNX), which makes it possible to reuse trained neural network models across multiple frameworks.
ONNX is all set to become an essential technology for the industry in 2019, adopted by the stakeholders in a big way. Windows 10 ships already with ONNX runtime and Intel’s OpenVINO toolkit already supports ONNX, indicating the trend.
3. Automated Machine Learning to Gain Prominence
Machine Learning holds unbound promise but developing models is hard work, and the highly advanced expertise required stifles possibilities.
AutoML is however all set to change things. Applied the right way, it would empower business analysts and developers to evolve machine learning models capable of addressing complex scenarios without having to go through the usually arduous and vexatious process of training ML models, or going through elaborate workflows. Business analysts could focus on the business problem on hand, rather than worry about process and workflow.
AutoML offers the same level of flexibility that cognitive APIs perform, but also offer high portability and ability to co-opt custom data.
DataRobot, Google Cloud AutoML, Microsoft Custom Cognitive APIs, Custom Entities for Amazon Comprehend are some of the AutoML solutions already launched. The popularity of these tools indicates widespread popularity for AutoML in 2019.
4. Automation of DevOps through AIOps
AIOps represent the convergence of AI and DevOps. Such a convergence, which is all set to go mainstream in 2019, will benefit public cloud vendors and enterprises considerably.
Modern applications and infrastructure generate considerable log data, generated by hardware, server and application software, operating systems, and other sources. Such data finds a use for indexing, searching, and analytics, and is also aggregated and correlated to find insights and patterns. The application of machine learning models to such datasets makes IT operations proactive. Business managers and other stakeholders obtain insights in real time, allowing prompt and timely action. Enterprises could, for instance, leverage the improved and real-time intelligence to perform precise and accurate root cause analysis.
Some of the AIOps based tools already in vogue include Amazon EC2 Predictive Scaling, Amazon S3 Intelligent Tiering, Moogsoft AIOps, and Azure VM resiliency.
5. The rise of Virtual Agents
Businesses have started using Artificial Intelligence powered chatbots in increasing numbers. Chatbots answer questions, qualify sales leads and assist check out for online customers, among other applications. 2019 is likely to see an upgrade from chatbots to AI-powered virtual agents capable of handling even more complex customer service tasks, with even a face and personality of their own.
As a portent of things to come, Ava, Autodesk’s virtual agent, comes with a female face and a powerful persona that resonate the company’s brand image. Needless to say, such virtual agents are much more effective than human agents.
6. Increasing Role of Artificial Intelligence in Cyber Defense
Cybercrime has been a major issue for several years now. Cybercriminals target cloud infrastructure, IoT, and other cyber assets at will. 2019 will see an increasing application of Artificial Intelligence to fight cybercrime and keep cyber networks secure.
Artificial intelligence and machine learning are already applied to pick up subtle indicators of abnormal activities, detect online enemies in real time, and nip cyber threats in the bud.
7. AI to Power Smarter Retail Recommendations
The advancements in Artificial intelligence enable businesses and marketers to develop models that would recommend products based on not just the customer’s browsing history, but also the tone and sentiment. In 2019, companies will embrace AI-based solutions to offer their customers highly personalized shopping experiences. Such experiences would expand beyond e-commerce to brick and mortar stores as well, through digital interfaces.
It is interesting times ahead for AI. Smart enterprises would do well to tag tech companies who keep themselves abreast with the latest developments in this red-hot emerging technology and develop solutions to apply it to roll out workable solutions.
Related Reading : Unconventional Ways Artificial Intelligence Drives Business Value
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