DEV Community: Le Truong

2020's top ten software development stories

Le Truong — Wed, 07 Jul 2021 05:45:15 +0000

With the shift toward insourcing over the last few years, many organizations have begun rebuilding software development as a core competency.

On the one hand, software developers assist businesses in developing applications that leverage advanced technologies such as artificial intelligence, the internet of things, and blockchain.

On the other hand, software development plays a critical role in application modernization and digitization, enabling new software-based functionality using modern cloud-native architectures.

What has become apparent in the decade leading up to 2020 is a shift toward deskilling software development through low-code/no-code tools and robotic process automation, which enable business people to create technology-driven initiatives without relying entirely on highly skilled software developers.

These applications are not self-contained – they should ideally communicate with back-end internal systems and, if necessary, external systems. The connectivity is not something that an average no-code/low-code user should be concerned about. Rather than that, the software development team creates the required integration with back-end and external computing services, which are then exposed via application programming interfaces (APIs).

As the business requires increased access to back-end functionality, more APIs are exposed. Taken to its logical conclusion, the software development team's work to develop software-powered functionality for the business will eventually be transferred to teams of business analysts and programmers working within specific line-of-business functions.

These individuals leverage APIs to assist them in developing low-code/no-code applications that connect to the organization's core systems. Additionally, the business may decide to make some APIs available to external business partners or third parties. This strategy enables the organization to create a more seamless customer experience across its partner network, extended and enhanced by third-party value-added services.

The following are the top ten software development articles published in 2020:

1. The art of creating satisfied customers

While AI is increasingly being used in modern software development, how well can an AI create applications that provide an excellent customer experience?

2. An artist's portrait of a software developer

Many programmers consider themselves to be artists in their own right. Computer Weekly examines what it takes to be a successful software developer in the modern era.

3. Creating software that enables older adults to participate in the digital world

The Covid-19 crisis has emphasized the critical nature of integrating older adults into the digital world. How can software companies design products that will appeal to generations born before the internet?

4. How to overcome impediments to application modernization

The majority of businesses will not be fortunate enough to be able to create a new cloud-native architecture. We examine how to modernize legacy applications.

5. Microsoft Windows' future is entirely dependent on its users

We examine how Microsoft is enhancing the developer experience and evolving the Windows desktop operating system platform.

6. Address bottlenecks before automating business processes

Business processes evolve, and intelligent automation necessitates an in-depth examination of what is not functioning optimally.

7. How crowd simulation modeling aids in the development of social distancing strategies by organizations

Crowd simulation modeling can maximize the Covid security of offices and other buildings by facilitating social distancing and assisting in the return of employees to their jobs.

8. Applications: Bringing the old and the new together

We examine how businesses can integrate legacy applications with more modern digital platforms.

9. What motivates application modernization?

Application modernization does not happen by accident, nor is it solely a result of digitization and cloud-first strategies.

10. From Pixar to GovTech: The Inside Story of Singapore's Artificial Intelligence Whiz

Chong Jiayi, a GovTech executive who spent nearly a decade at Pixar, is leading a team of experts to solve complex robotics and artificial intelligence problems.

No code development platforms are on the rise

Le Truong — Wed, 07 Jul 2021 05:13:37 +0000

Weebly, a widget-based site builder that enables non-technical users to drag and drop their way to creating a website, is an example of a no-code development platform. Additionally, we go by the names Wix, Webflow, Zyro, Cargo, and Shopify. They combine to form a movement known as the low-code/no-code movement.

While these platforms meet the needs of novice users (user-friendly interface and low cost), they offer limited functionality and interactivity, so many businesses continue to rely on the traditional web and mobile app development services provided by software companies Relia Software.

If you're interested in comparing the two types of services available: no-code development and full-fledged custom development, check out the following articles:

What to Know in 2021 About Custom Software Development

Before we get too excited about the prospect of no-code development, let's define what it is and how it will affect us.

What is the origin of the low-code/no-code movement?

Surprisingly, the low-code/no-code movement dates back to the 1970s, during the height of the WIMP trend. No-code movement is a prevalent trend across all software categories, and developers are well acquainted with it. Recently, platforms that enable low-code/no-code development have grown in popularity. According to analysts, the market for the no-code product is expected to reach $21.2 billion by 2022. Simultaneously, Gartner estimates that 65 percent of all application development will occur on low-code application platforms (LCAP).

However, what is a lack of code development? There is a no-code space in which developers can create functional applications without ever writing a line of code. However, these apps are pretty limited in comparison to those developed using standard development processes. Simultaneously, there are instances where professional information technology developers use low-code development to create applications without following the entire process. They would manually execute portions of the coding process. These are two representative examples of no-code development.

Does it affect our current practices in software engineering?

We have entered the digital transformation and innovation era. Everything is driven by growth, velocity, and automation. Without a doubt, the no-code development process must adhere to the same standards. If it outperforms the current coding process, no-code platforms will be the next big thing.

Most developers who use the no-code development method argue that it is significantly more rapid and agile. They emphasize that no-code development ensures the ultimate advantage of speed. Coders no longer have to worry about coding rules, scalability, or other time-consuming aspects. In other words, no-code development enables us to deliver more quickly and effectively. Eventually, we will increase our productivity and position ourselves as leaders in the age of digital transformation.

Examples of platforms for low-code/no-code development

These platforms are at the top of the global list of the best no-code development platforms:
Appy Pie provides real-time updates and a simple drag-and-drop interface.
Appian eliminates the need for coding in the creation of simple mobile applications.
AppSheet makes app deployment quick and straightforward.
Bizness Apps includes features that generate revenue.
BuildFire features an easy-to-use interface and rapid prototyping.
Appery.io enables team members to collaborate in real-time.
Microsoft PowerApps integrates with Salesforce and a slew of other practical third-party applications.
AppInstitute ensures a customizable and user-friendly user interface.
When it comes to creating custom workflows, Zoho Creator is unmatched.
GoodBarber is your ally in the development of cross-platform progressive web applications.

What does the absence of code development imply for businesses?

No code development provides a plethora of opportunities

The reasons are straightforward: no-code product enables businesses to optimize their resources and avoid potential conflicts between departments caused by limited technical knowledge. Simultaneously, no-code development results in a faster delivery time, giving companies more time to focus on product refinement. Any product owner or project manager would welcome additional time to inspect everything before delivering it to customers thoroughly.

Simultaneously, businesses will benefit from these platforms in a variety of ways. For instance, they would require fewer skilled developers proficient in no-code development. Additionally, they can complete more projects in the same amount of time, resulting in increased revenues. And with increased profits, there are numerous ways to improve the current business.

However, there are obstacles ahead

No code development does indeed support digital transformation, and it provides significant growth opportunities for businesses. Additionally, it enables the technical guys to work more efficiently and thus enjoy their jobs more. However, business leaders must be aware of the risks associated with no-code platforms before making a decision.

While no-code platforms allow for minimal system integration, they do allow for minimal system customization. Using a no-code system can be a pain, even more so nowadays, when multiple products and tools must work seamlessly. Your no-code system must be compatible with existing systems, the majority of which are conventional. As a result, integration issues will arise along the way, and you will be forced to make difficult choices.

Therefore, before making a decision, have an in-depth discussion with your developer team and solicit their candid feedback. Of course, you can adopt no-code development processes, but only after your team has gained complete confidence. There may be issues that are unprecedented that you must resolve as a team. In general, you should reach an agreement with your colleagues before committing to no-code development.

Development Without the Use of Code From the Developer's Perspective: Yay or Nay?

According to some, there are numerous opportunities

Numerous software developers have admitted that no-code development represents a paradigm shift. Not only does it facilitate faster delivery, but it also enables coders to work more efficiently. In other words, a no-code development process abstracts away the complexities associated with developing, testing, and ultimately deploying an application. Coders no longer face the enormous stress of creating a new application from scratch. They can spend more time on innovation with the rise of no-code development. Developers may assume new roles in the software engineering process; their daily responsibilities may shift away from typing code lines and solving programming problems at a higher level of abstraction.

Additionally, no-code development enables those with little or no programming experience to create fully automated apps. These applications will be self-service, combining pre-built templates and forms to make an application. The entire movement toward no-code development will eventually reduce the administrative burden associated with software development. Additionally, individuals with diverse backgrounds can collaborate seamlessly during the application development process.

The dangers inherent in relying on this novel type of development

To begin, you should never expect customization when working with no-code development. Your customization options will vary significantly between platforms. Due to their uniqueness, no-code platforms necessitate the modification of existing business processes to accommodate their capabilities. Regrettably, the lack of customization would create another significant issue.

That is user experience – the defining factor of success in the modern era. We are all aware that customers will abandon our websites in a matter of seconds if they are not user-friendly. It has evolved into a distinct and critical role for developers to make websites easy to navigate. With no-code platforms, you will become painfully reliant on a platform that does not prioritize user experience. In other words, no-code development would eventually prove to be a significant impediment to your user acquisition efforts.

Conclusions

As computers have been a revolution that has altered human history, other disruptive technologies or trends will do the same. We expect them to enhance our productivity and efficiency, and we need to test them to be specific. Only time will tell whether no-code development is a fad or the next big thing. However, some businesses around the world have allowed it to revolutionize the way they code. The question is, when will no-code development become ubiquitous.

Five Questions to Assemble Before Hiring a Custom Software Development Company

Le Truong — Wed, 07 Jul 2021 04:52:16 +0000

Coronavirus (COVID-19) profoundly affects businesses, compelling them to rethink their priorities and plans. While the precise impact and future response to this global pandemic are unknown, one thing is sure: there will be a renewed emphasis on digitalization and automation. Businesses will develop new software that enables them to increase productivity with fewer employees, collaborate remotely, and digitally transform their offerings.

As speed becomes critical in these trying times, businesses will look for software development outsourcing partners who can assist them in rapidly developing high-quality software at a lower cost. A software development outsourcing partner provides numerous critical benefits. However, selecting the appropriate software outsourcing provider is crucial, as choosing the wrong one can be extremely risky at this point.

When selecting a business partner, there are several common questions to ask. Typically, these inquiries center on the company's experience, capability, and credibility. However, amid this health and economic crisis, when business is not, as usual, you'll want to double-check a few additional items.

The following are five critical questions to ask your software development company:

What level of technical expertise do you possess?
How do you develop software?
Where is your development team going to be based?
How will you assist me following delivery?
Do you have a contingency plan in place?

1. What level of technical expertise do you possess?

The question takes on added significance during these trying times, as you focus on resolving immediate business issues while also looking for long-term benefits. You're interested in working with a company that possesses authority and capability in emerging technologies such as robotic process automation and data science, among others. A firm with experience developing new technologies can assist you in broadening the scope of innovation in your project and enhancing the capabilities of the software you intend to build.

2. How do you develop software?

Inquire about the development process of your prospective software development partner. You'd want to work with a company that not only delivers quickly but also has a low failure rate. Usually, there are numerous meetings and discussions before initiating the project. However, travel will be restricted, and many people will work from home. Examine the company's approach to a project and its current plans.

3. What will be the location of your development team?

A software development company typically operates on three models: onshore (within your region), offshore (within your area), and nearshore (located close to your part). Software development outsourcing has advanced significantly in recent years to accommodate cultural and time zone differences. However, in the current environment of uncertainty, you would want to keep your options open and work with a company that supports all three delivery models so that you can switch between them if the need arises.

4. How will you assist me following delivery?

Post-delivery support is required for all software projects. You'll need this even more in these uncertain times, when bug fixes, staff training, and other ongoing maintenance are required. Determine whether your prospective development partner is prepared to assist you with post-delivery support and how they intend to do so under the new order.

5. Do you have a contingency plan in place?

What if, as some experts have warned, a second coronavirus wave occurs? What is the contingency plan? While established providers' software development processes are typically capable of accommodating changes in project requirements and client objectives, there may be a few things that we are all experiencing for the first time. Thus, what would occur in such a scenario? Inquire your prospective partner how adaptable they are and their strategy for adjusting to new circumstances.

By partnering with the right software development outsourcing company, you can expedite normalcy in your business operations while also gaining a competitive edge. At Relia Software, we constantly monitor changes in the business world and develop new capabilities to assist businesses in weathering the current crisis. You can visit our page to learn more about our expertise in software development.

If you're considering a software project or seeking expert advice on your most pressing issues, don't hesitate to get in touch with us at sales@reliasoftware.com, and we'll schedule a call with one of our experts as soon as possible.

Enhance your Visibility with the Best Software Development Company

Le Truong — Wed, 07 Jul 2021 04:44:25 +0000

While the allure of technology currently enthralls us, we rely on it for all but the most trivial of needs. The best software development companies always prioritize your needs and deliver the best software to meet them. The software industry's prominence creates loops for further advancements to create more feasible solutions to benefit humanity.

Software development companies' services assist organizations in automating their platforms. This enables organizations to maintain agility and drive innovation, thereby increasing their market value. Without a doubt, technology has created a dynamic environment through the role of software development companies. IT solutions address every concern of businesses. Whether it's security concerns, communication software, customized WordPress websites, or the platform required for outsourcing companies, everything is facilitated by intelligent IT solutions that are magnificently assisting people.

Developing a professional website is no child's play. Before you begin designing your concept and implementing it in real-time, a series of steps must be followed to achieve the desired outcome. It is not as simple as developing thought and then completing your software product the next day. As with all other lengthy planning processes, software development follows a series of steps known as the software development lifecycle. SDLC begins with planning, which entails gathering requirements from a variety of sources.

Additionally, requirements are filtered through a series of steps. The second step is a formulation by design. This is essentially a blueprint for later stages of the software. Between these two points, numerous steps involve design rejection. After the blueprint is finalized, the prints are formulated into the proper design and prepared for implementation.

Before embarking on implementation steps, software developers adhere to several development models, depending on the type of software required. In most cases, the Waterfall or agile development models are used in conjunction with 2018's top 100 development tools. It is not an overnight process; instead, it takes a year to develop bug-free software. Regardless of how much planning you do, your software will never turn out exactly as planned; rather, it will encounter numerous obstacles that the development team must overcome.

In the event of creeping requirements, the user can destroy the entire model. As a result, developing software with such issues is a critical process. Software is constantly being produced in chunks. It is deployed via the appropriate channel. Again, deployment is not a simple step; it entails a slew of testing steps. Testing comes in a variety of forms that vary according to the project. Reengineering and technically relocating components are critical when developing software.

Again, selecting the appropriate software development company is critical. It also requires domain knowledge; otherwise, you will be easily duped. The first and most vital factor to consider when selecting a software company is how long it has been in business in this particular domain with actual satisfied clients. Certain software development companies have a minimal concept and proceed to develop it without taking any precautions. This creates a negative impression and results in problems, with the resulting software being riddled with bugs. Therefore, before selecting a company to develop your software, it is necessary to understand its history to be surprised, not shocked.

Make an informed and strategic decision when designing your e-commerce website

Le Truong — Wed, 07 Jul 2021 04:35:37 +0000

What is the e-commerce space?

With the internet providing limitless options for exchanging money, data, and goods, the world has completely shifted to digital. Thus, buying and selling don't occur within the limits of human capability. The term e-commerce is used to describe that area of commerce where you can buy or sell things online. It serves as a marketplace, connecting you to a wide range of vendors. You can buy a whole bunch of different digital products and services these days.

However, no market exists in isolation, and each serves a different purpose. With this topic, we will be discussing retail e-commerce, which helps a diverse set of customers. The user can only virtually see your product, which emphasizes the importance of the Research-driven Design Approach. To soar higher, an innovative design change is essential.

Each entrepreneur and designer who plans to build an e-commerce website should be conscious of the total cost of building the UX/UI of the entire site. Let's look at the twin aspects of e-commerce design: the benefits and exceptionally detailed design.

What is the purpose of investing in UX for your e-commerce website?

Each business has its pillar on which it rests: customer satisfaction. Success is gauged by the number of people who accept the product. How do we know if our users are satisfied? It's done through user behavior.

For your e-commerce business, user behavior patterns play a huge role. Start here:

There was an increase in revenue

The more people who use your app, the more money you will make. Your revenue is your success indicator as an investor or entrepreneur. The research shows that a 30% increase in sales department sales and a 50% decrease in the bounce rate can be realized with only a focus on the UX. You are designing a user-friendly yet more straightforward flow for the shoppers and providing them to help the customers navigate their tasks efficiently and ensure that they don't leave the flow.

Customer satisfaction and repetition

According to experts, a good user experience is the foundation of e-commerce. It's critical to enhancing revenue by increasing customer retention. A good-looking and easy-to-navigate e-commerce site can help users find their way to the checkout page and land them more sales. Once your users' UX has been sorted, only design can help them return to your e-commerce site repeatedly.

Increased Development

When you're developing your e-commerce website, you should spend a significant amount of time building the design. It reduces the amount of time, effort, and development waste you'll have to deal with later. The design incorporates research on the user experience to help address many common issues for the people who use it. For example, if a customer is browsing an e-commerce site and wants to go to the top, a quick link to go up that avoids the whole process of page scrolling can help. Furthermore, good design further reduces the need for bug fixes and other future issues.

While investing in UX, bear in mind the following considerations

No one is born a specialist. To get to know the facets of investing in UX, we must look for and comprehend each of them. You should factor these elements into your e-commerce website investment decisions: knowing user needs, discovering technical pointers.

For the desired audience

You will be inspired by your users' needs, preferences, and shopping behavior. With a user-centric design, you can invest in thorough UX research to better understand your target audience while also implementing a strategic structure for your website.

Research

Research can provide insight into your target users. Knowing your decision will allow you to make an informed decision about

Prioritizing product features
Pinpointing critical business areas
The customer's perception of design and level of design understanding significantly impact the success of a design project.
The perfect marketing medium for your product
The users' end has technical restrictions

While these may be sufficient to start, it is also essential to move on to the next level of research. Secondary research aims to collect information about current market trends that you can use to track market and consumer behavior trends. This includes the following:

Competitor Analysis
Study based on region and target area
Factors geographical and cultural

Technical Restrictions

Depending on the area, your e-commerce business may face technical challenges unique to that area, such as suburban and rural areas. Despite technological advancements, e-commerce has not gained traction in lower-income regions of the country.

As a result, your design should consider the technical proficiency of users from tier-two and tier-three cities. Additionally, it is critical to understand the internet bandwidth allotment, which is subject to change. These technical difficulties may obstruct effective communication with your users.

The limitations mentioned above add to the list of factors your business should consider when determining the overall success of the e-commerce site.

The Online-Offline Conundrum

The most frequent source of user confusion is a lack of trust in the online product compared to purchasing it offline. Without the ability to physically touch and feel the product, such dilemmas are unavoidable. While juggling such thoughts, an impending purchase decision becomes imminent.

Having an omnichannel presence enables you to overcome this barrier for your users. Allowing your users to make an online purchase but pay or seal the deal after an offline experience simplifies the process. It also increases user trust in your e-commerce, encouraging them to return and experience the magic of online shopping once more!

As long as you periodically ask the right questions and address them for your users, you can be confident that success will accrue to you from your digital family.

Reference: https://reliasoftware.com/blog/design-your-e-commerce-website-in-an-informed-and-strategic-manner/

Top five international software development outsourcing companies

Le Truong — Wed, 07 Jul 2021 04:14:21 +0000

Over the last few years, the market for offshore software development has exploded. Amid the covid-19 pandemic, numerous businesses are looking to outsource software development to save money and benefit from the expertise of offshore software engineers.

The following is a list of the top five international software outsourcing companies:

1. Relia Software

In 2011, Relia Software was founded as a product development company that places a premium on scalable software architecture and user experience-driven engineering.

Relia Software created minimum viable products (MVPs) for startups and transformative software solutions for businesses while ensuring an exceptional user experience. In more than a decade, Relia Software has served over ten industries and completed over 300 projects.

At Relia Software, we offer various software outsourcing services, including user experience/user interface design, MVP development, artificial intelligence, machine learning, blockchain technology, chatbot development, on-demand delivery app development, and web development.

2. Xicom Technology

Xicom Technology was founded in 2002 and has grown to become a market leader in certified mobile application and web development. Xicom technologies has three offices located in California (USA), Dubai (UAE), and New Delhi (India) and has served over 2500 clients.

Xicom employs over 300 highly skilled developers who assist their clients in identifying growth and innovation opportunities by providing cutting-edge software outsourcing services that redefine emerging market trends and open up new business opportunities.

Xicom Technology has completed over 7500 projects worldwide in the travel and tourism, retail, healthcare, and other sectors, all while adhering to the DevOps and Agile development core principles.

At Xicom Technology, we offer various software outsourcing services, including custom web and e-commerce development, cloud computing, blockchain and Internet of Things (IoT) development, user experience/user interface design, custom application development, and artificial intelligence.

3. Tatva Soft

Tatva Soft is a software outsourcing company certified to CMMI level 3 and a Microsoft Gold partner. Tatva Soft employs over 800 engineers who work around the clock to ensure that clients receive the highest-quality services possible.

Tatva Soft has completed more than 1800 software development projects worldwide in various industries, including healthcare, retail, public sector, education, mining, gas, and oil.

Tatva Soft offers software development services: custom software development, web development, e-commerce, testing and quality assurance, user interface/user experience design, and mobile applications.

4. CMC Global

CMC Global was founded in 2017 and is the newest member of the CMC Group, a Vietnam-based information technology conglomerate. CMC Global was established to market Vietnamese ICT products, services, and software solutions globally.

CMC employs more than 500 expert software engineers and has won the Sao Khue Award for two consecutive years for the "IT Outsourcing Service" category.

CMC Global offers software outsourcing services: custom software development, software maintenance, legacy migration, testing, cloud migration, and artificial intelligence.

5. Science Soft

Science Soft is a software development outsourcer with over 30 years of experience. Science Soft employs more than 700 engineers and assists startups in developing and scaling software applications by either taking over the entire project pipeline or a portion of it.

Science Soft provides software outsourcing services: software consulting, SaaS development, artificial intelligence, Internet of Things (IoT), computer vision, and blockchain.

Conclusion

Outsourcing software development services enable businesses to concentrate on their core competencies and access the world's best software developers. Additionally, outsourcing enables businesses to cut costs and focus more on product/service promotion.

According to the Capital Counsellor blog, India's IT outsourcing industry will grow at a 7.25 percent compound annual growth rate to $121,335,149.20 by 2025. The global IT outsourcing market will reach $397.6 billion in value.

Reference: https://reliasoftware.com/blog/ultimate-guide-to-offshore-outsourcing-software-development-2021/

The comprehensive solution to outsourcing software development in 2021

Le Truong — Wed, 07 Jul 2021 04:05:13 +0000

Outsourcing is the process of contracting with an external agency to obtain benefits such as cost savings, increased technical expertise, and improved work quality. In 2021, outsourcing software development will grow at a breakneck pace.

In today's global environment, many businesses are looking to outsource software development to an offshore software company. Given the industry's dynamic nature and expanding market size, the number of offshore software companies is rapidly growing.

Outsourcing has been successful for businesses in Canada, the United States of America, and various Asian and European countries because it enables them to provide high-quality software outsourcing services while leveraging their rapidly growing IT infrastructure.

Additionally, effective risk management, business scalability, space availability, and a scarcity of talented engineers are all reasons to outsource software development.

As demand for software development outsourcing increases, many developed countries look for offshore software companies in countries with lower labor costs and more IT experts.

Given the rapid advancement of advanced technology, market status, and pandemics, the IT service industry is in greater demand. Coding, mobile application development, website design, and software support are examples of offshore software development services.

India, Vietnam, Hong Kong, Singapore, Malaysia, Philippines, Indonesia, Dubai, Latin America, China, and Ukraine. We have a pool of talented IT engineers who provide offshore software development services to the United States of America, the United Kingdom, Canada, Australia, and New Zealand.

1. What exactly is offshore software development?

Offshore software development is the practice of outsourcing software development to a third-party company located in a country other than the hiring company's headquarters. For instance, a London-based company outsourced its company website to an offshore software development company in India.

2. Outsourcing models for software development

Outsourcing services are frequently classified into three model types based on their location:

Offshore: The outsourcing company is physically located in a different location than the hiring company. Frequently, the company operates in multiple time zones.
Onshore: The outsourcing firm is headquartered in the same country as the hiring firm.
Nearshore: The outsourcing firm is located adjacent to the hiring firm. The company's time zone may be identical or slightly different.

There are three primary relationship-based models upon which outsourcing businesses operate:

Staff Augmentation: The hiring company employs a software developer in-house and outsources some work to external teams.
Managed and Dedicated Team: An organized and dedicated team consists of a project manager, a software development leader, and their team members. To complete the project, each member divides the work and utilizes agile augmentation.
Project-based: Each project is completed by a dedicated team from start to finish.

3. The advantages of contracting out software development services

Outsourcing has gradually become a critical component of start-ups, small, medium-sized, and even large businesses. There are numerous reasons why businesses may choose to outsource their software development needs, including the following:

Cost-control

Cost control is a primary reason for outsourcing software development. The business can obtain the services it requires without incurring the high cost of hiring full-time in-house experts.

For example, if a start-up company hires an in-house software developer, the TCE (total cost of engagement) will include the developer's salary, taxes, and other benefits. However, by outsourcing software development, the start-up company saves TCE rather than investing in the business.

Access to a world-class talent pool of highly skilled software developers

Outsourcing software development enables you to tap into the global market and recruit highly qualified engineers. Software outsourcing services provide you with access to an excellent pool of highly skilled top software developers located throughout the world.

You can select a single service to be completed by an individual developer or a team of developers. There are dedicated website designers, mobile application developers, and DevOps specialists, among others.

As mentioned previously, working with the best software developer will save you money and increase your company's efficiency by allowing you to work with a variety of professionals without having to hire a full-time software developer.

Reduced time required for development

In today's fast-paced world, delaying work can result in the loss of potential clients. Outsourcing software development expertise can help you save time on development because professionals are accustomed to working on a tight schedule while still providing high-quality work.

Most companies rush to accelerate their market entry and frequently compromise on the quality of work due to a lack of developers to brainstorm the work or be overburdened with other company internal work.

A dedicated software outsourcing services team can assist the business in optimizing its workload, developing a custom software solution, and establishing a detailed blueprint for accelerating work and decreasing development time.

High-quality software application

Along with access to a pool of IT experts, an offshore software company has a team of professionals who utilize high-quality software tools and deliver out-of-the-box projects.

Companies such as Netflix, Google, Amazon, and Walmart, among others, leveraged the offshore software company's software expert team to deliver the best software accessibility.

Reduced risk

Together with the aforementioned benefits, outsourcing software development is an excellent way to mitigate risk.

When a business's employees are already juggling multiple projects, it may be necessary to invest in various marketing techniques to increase scalability. It may result in overtime work, which may affect the quality of the work.

Outsourcing software development teams enables businesses to leverage the outsource team's operational capacity and mitigate potential risk.

4. On-demand offshore software development services in 2021

Software services include the development, programming, testing, and maintenance of software and applications. In today's advanced, technologically savvy world, it is critical to present cutting-edge software development services to attract a larger audience.

Numerous software development services are available; we've compiled a list of the top five on-demand services for 2021.

AI (Artificial Intelligence) and the Internet of Things

AI (Artificial Intelligence) refers to a machine's or computer's ability to simulate the human mind. Artificial intelligence (AI) has supplanted human intelligence and evolved through machine learning to perform human-like tasks.

Every industry, including health care, finance, banking, retail, manufacturing, and education, has a high demand for artificial intelligence capabilities. AI enables businesses to expand cost-effectively and increases revenue by up to 40%.

The advantages of AI (Artificial Intelligence) include the following:

The use of chatbots powered by AI technology enables businesses to respond to customer inquiries 24 hours a day. It contributes to the enhancement of the customer experience.
In conjunction with machine learning technology, AI assists in the analysis of data, the generation of predictive models and algorithms, and the prediction of future sales.
Businesses can use AI technology to automate repetitive tasks such as sending thank-you emails or verifying certain documents.

VR (Virtual Reality) and AR (Augmented Reality) (Virtual Reality)

AR/VR are two of the hottest trends in technology right now. Demand for AR and VR developers is increasing in software outsourcing services.

Through the lens of a mobile device or a computer, augmented reality (AR) enables humans to experience real-world events. For example, the 2016 game Pokemon Go allows players to interact with the characters in the real world.

Virtual Reality (VR) utilizes computer technology to create simulated environments. For example, video games that incorporate virtual reality headsets enable players to experience a game in which virtual elements are integrated into the user's real-world view via the headset.

The advantages of augmented and virtual reality technology include the following:

They are assisting industries with emergency preparedness training. For example, airport managers use virtual reality technology to conduct training for shooting emergencies at the airport.

The equipment used in augmented and virtual reality technology increased the efficacy of learning materials and decreased the cost of training.

AR and VR technologies aid in the development of technical skills across a variety of industries.

Services on the Blockchain

In 2021, blockchain technology is expected to grow at a breakneck pace, and by 2024, the market for blockchain solutions is expected to reach $18 billion. Data and information are the lifeblood of business. Every business's primary objective is to obtain timely and accurate information.

Blockchain technology is a highly encrypted, immutable ledger that stores data and enables businesses to track their assets securely. The services are only accessible to authorized members.

Benefits of blockchain services include the following:

In comparison to other platforms, blockchain was developed using a more advanced technology system.
A blockchain's data is immutable and permanent. As a result, once data has been saved, it cannot be modified.
Blockchain technology is a decentralized system that tracks activity in real-time, reducing the possibility of fraudulent transactions.

Computing in the Cloud

Cloud computing is a popular offshore software development service that is frequently requisitioned. Numerous industries, as well as government organizations, utilize cloud computing for data storage.

The cloud computing market is expected to reach approximately $362 billion by 2022. This statistic indicates that cloud computing is here to stay for the foreseeable future.

The advantages of cloud computing include the following:

Cost savings associated with a large and expensive hardware device.
Cloud computing provides a large storage capacity at a low cost and utilizes the highest level of encryption to ensure the data's security.
Cloud computing provides a more rapid deployment system that enables data to be saved quickly and accessed from anywhere in the world.

UX/UX Design

Although the terms UI and UX are frequently used interchangeably, they serve distinct functions in technology.

UI design, or user interface design, is concerned with the appearance and layout of the software. By contrast, UX design refers to User Experience Design and is concerned with the software's functionality and how users interact with it.

The UI designer ensures that the designed page is visually appealing, while the UX designer ensures that the designed page makes sense to the user and follows a logical flow.

The advantages of outsourcing UI/UX design include the following:

A well-designed user experience contributes to the promotion of SEO rankings and provides a positive user experience.
UI/UX design assists in reducing future troubleshooting and ensures proper user behavior from the start.
A well-designed website or mobile application increases customer retention, which results in increased productivity.

5. How do I choose an offshore software development firm?

Communication Efficacy

It is critical to communicate effectively with the partner company. It is preferable to work with a company that speaks a common language, such as English. A communication breakdown can wreak havoc on the project and cause it to be delayed.

Workflow

Throughout the development cycle, the hiring company's workflow should align with yours.

Having a highly-skilled software engineering team
The offshore software development company provides you with access to the world's best IT engineers. Utilize their innovative ideas to develop the best software project for your business.

Companies with a superior experience

Always verify the company's quality experience before selecting an offshore software company. Consult their previous references and clients; this will give you an idea of their workflow and work quality.

Offering a comprehensive range of services

It is preferable to work with an offshore software development company that provides a comprehensive range of services. There are numerous software development services available that may be interconnected and may not require at the moment but wish to add in the future.

Thus, rather than hiring another software developer, you can request add-on services from the same company. Bulk services are generally less expensive than individual services.

Reference: https://reliasoftware.com/blog/ultimate-guide-to-offshore-outsourcing-software-development-2021/

How can a Vietnam-based offshore development center be established?

Le Truong — Wed, 07 Jul 2021 03:35:02 +0000

An offshore development company (ODC) is a collection of related skills in a foreign country that provides software development administrations to businesses. Essentially, it is a division of an organization that is located in a different district. The average cost of essential items is typically lower when the offshore software company is established than in the country where the mother organization is headquartered.

Establishing an offshore development center, on the other hand, necessitates the availability of devices for organizational reconciliation. Apart from developers and analysts, seaward programming firms typically have expertise in various corporate and mechanical perspectives, ranging from project directors to manufacturers and analysts, to name a few.

Models of ODC

Offshore software vendors are, by and large, the embodiment of adaptable and adaptable operations. Whether it's a development that needs to be picked up from a distance or an application whose paper framework remains undocumented, offshore software development is the most cost-effective way to achieve premium results for your personal or corporate loss.

Numerous roles must be documented before embarking on your venture in Vietnam.

1. Project manager

The project manager is an authority figure who comprehends and analyzes the organization's needs and challenges, ensuring that all mission and objectives are met. When a team is backed up against a wall at work in an offshore development center, they frequently recognize the situation and assume the role of lead developer or manager, smoothing out the operations of 7-20 employees.

2. Senior Developers

A capable individual capable of managing a team in an offshore software company and figuring out their tricks and turns should have 5-8 years of development experience. They are accountable for the development, management, and architecture of the company's applications and projects and can use their creativity to impact positively.

3. Development team for juniors

Who will work if everyone manages? Yes, there should always be a team of developers who are not obligated to respond to your every whim. They can, however, work as instructed and intend to continually improve their performance to increase the success rate of your offshore development center.

How do you become the best offshore development firm in Vietnam?

The Arcade

When it comes to establishing an offshore development center in Vietnam, the most critical factor to consider is finding an ideal location that addresses all of your concerns and determinations. Ho Chi Minh City, for example, as the country's largest metropolitan area, is a perfect location for establishing an offshore software company.

With the appropriate decision-making powers, vast pools of IT capability, coordination, open travel, utilities, administrations, and ease of living are readily accessible.

Which outsourcing partner do you use?

Accomplice in Outsourcing

The appropriateness of your outsourcing partner is contingent upon selecting the appropriate IT outsourcing firm. The ideal rethinking partner will assist you in setting up the office, recruiting critical players in the city, supervising security and personnel issues, and, in particular, handling all administrative work and unnecessary legwork. As a result, partnering with the appropriate IT firm is critical.

It will assist you with everything that an excellent offshore development company will help you with; taking care of the labor force and security risks is critical when backed up. You have no choice but to abandon your project.

Cost-effectiveness

Regarding any speculation, the cost is still a massive consideration because it determines how you will manage your operations in an offshore development center. Establishing an offshore development company is lengthy speculation, but you can factor in all subsequent costs.

This will assist you in making the best choices that will enable your organization to save money and invest it in areas that benefit your business. Following that, a suitable outsourcing partner with significant value addition and no hidden costs is recommended for optimal results.

Team

Suppose you've located the ideal IT partner. In that case, the following step is to ensure that your partner recruits a group of individuals with the required ranges of abilities and abilities, for example, commitment, work inspiration, and the capacity to motivate them over the long haul.

To ensure that everything goes according to plan and within budget, the ideal team should include a mix of senior designers and a project manager. It's also prudent to ensure that the team can function effectively without supervision.

There should be no communication lapses

When debugging software development programs, it is critical to impart knowledge or details about the project to ensure that the rest of the group understands what you are saying. Additionally, it is worthwhile to provide them with the tools necessary to operate efficiently in your offshore development center.

By selecting a group with the appropriate language abilities, the language barrier is removed, allowing the group to focus on the plans. Fortunately, English is now taught as a second language in most Vietnamese colleges and schools; however, Korean, Chinese, French, and Japanese are widely spoken.

Control and command of the ODC

If you intend to establish an offshore software company in Vietnam, ensure that your outsourcing 'companion' adheres to all of your organization's policies, procedures, culture, and legislation so that you can monitor their activities.

You can also monitor the financial plan, look for unexpected expenses, and determine what you require and how much it would cost so that you can prepare in the same way as your reevaluating partner.

Assistance with technical matters

Additionally, it is a wise decision to ensure that your offshore software vendor has complete logistical support before and following the project's launch. Unfortunately, this also affects the customer reputation your brand develops, which has an impact on your sales.

Indicators and metrics

Ascertain that your ODC is aware of your Key Performance Indicators (KPIs), define your objectives, and discuss their alignment with your needs, spending plan, and targets. They should educate your staff about the client experience, inventory, and your needs for them to initiate your considerations.

Quality

We are all aware of the consequences of not testing and delivering a project to the client after ensuring its flawless operation. The trainer should understand that this enables more effective quality management by rapidly determining whether the product meets the original specifications. Additionally, it contains critical information regarding the client's end preferences.

How to configure your ODC?

Ascertain that your organization's configuration is appropriate for your new team and that each member understands their respective responsibilities and tasks.

Create a document outlining the ODC's security policies and calculations. You'll need to specify which participants have access to which sections of the project in this case.

Ascertain that each job opening is listed. It would help if you considered all aspects of an applicant's credentials, education, and soft skills.

You are controlling the development process. Establish a schedule for each project and decide how you will approach it.

Allow time for staff to become acquainted with their roles and responsibilities within the organization.

Administration of a community. Assist in-house and offshore construction teams in operating as a unified unit.

Some Helpful Guidelines

The team should exercise extreme caution when it comes to its customers' licensed innovation. Any of its clients should sign a Non-Disclosure Agreement (NDA) before starting a business relationship.

This NDA clearly defines the assumptions and responsibilities of the two gatherings and is adhered to by all members. The subtleties of the substance, such as the extent to which intellectual property protection is granted, are frequently reviewed for the arrangement.

To ensure the confidentiality and security of the clients' reports and layouts, the group maintains a high level of secrecy and security in each venture. Client information must be retained precisely by communicating with subject matter experts via the Active Directory (AD) framework.

Data should only be viewed by approved faculty, and any copies or variants of the data should be recorded in logs that buyers may access as desired. Client data security is ensured throughout the task's duration, with access to sensitive data restricted to a single individual who can take complete care of it.

Before enlisting recruits, you should conduct work prerequisites for all vacant positions to understand their responsibilities and responsibilities. Regardless of capabilities and education, when recruiting new employees for your ODC, place a premium on delicate characteristics.

They are assigning them a specific task and a location on the venture's framework. Your colleagues should be aware of their responsibilities, whom they will work with, and whom they will contact if problems arise. They should understand how to report and resolve issues as quickly as possible.

Conclusion

By empowering your framework with an ODC, where everyone contributes for the duration of the hour, choosing an ODC on the other side of the world will accelerate your app or IT development. This workplace style uses readily available land, offices, and various devices, reducing the time required to showcase.

The more constrained competition, shorter product lifecycles, and increased pressure to profit quickly from an interest in the current market environment necessitate a more constrained course of events for development programs. There is a reason that offshore software development companies are popular today, and we hope that we have provided you with the most accurate information possible.

Reference: https://reliasoftware.com/blog/how-to-set-up-an-offshore-development-center-in-vietnam/

Relia Software adds another feather to its cap as one of the industry's leading mobile application development firms

Le Truong — Wed, 07 Jul 2021 03:20:41 +0000

If you want to survive and thrive in today's cutthroat competitive environment, you need a high-performance mobile application for your business. Relia software provides our clients with ground-breaking and innovative mobile app solutions and plays a critical role in their digital transformation journey. We are pleased to announce that TopDevelopers.co has recognized our efforts and included us on their list of top app development service providers for the year 2020 in a press release about the leading mobile app development companies.

At Relia Software, our USP is developing bespoke mobile apps and other software solutions that are highly scalable and enjoyable to use. Our mobile apps are highly customer-centric and robust and contain all of the components necessary to give our clients an edge over their competitors.

Since 2011, Relia software has been instrumental in providing state-of-the-art mobile application and web platform development for over ten industries. Apart from mobile application and web development, our expert app developers and designers can give e-commerce development, UI/UX design, wearable application development, game development, and blockchain development. Our innovative work methods and result-driven mobile applications have established us as a trusted technology partner for service seekers worldwide. That is why we consistently rank among the top app developers in Illinois.

Additionally, we have extensive experience working with cutting-edge technologies such as Artificial Intelligence (AI) and Machine Learning (ML). Creating an immersive experience for end-users through mobile apps is one of our strengths, contributing to our client's revenue growth.

To ascertain the target audience's preferences, Relia Software creates a minimum viable product (MVP) so that the final mobile application can be more streamlined. We have provided our services to companies in various industries over the last nine years, including information technology, media, business services, financial and payment services, utilities, healthcare, life sciences, and many others. Would you please visit our portfolio to learn more about our work over the years?

We provide excellent mobile app solutions for any business requirement. We believe that the first step toward providing the best solution is to understand our clients, business, and business trends. When you visit Relia Software's profile on TopDevelopers.co, you'll quickly learn about our focus areas, service specialties, and competitive pricing.

Who is TopDevelopers.co?

TopDevelopers.co is a well-known directory and review platform for business-to-business IT service providers. They analyze businesses objectively. TopDevelopers.co's team of analysts thoroughly vets the companies, ensuring that only the most competitive firms, corporations, enterprises, and entrepreneurs pass through their process. This enables service seekers to access a ready-to-use pool of businesses from which they can select the most appropriate firm for their needs.

Reference: https://reliasoftware.com/blog/relia-software-adds-another-feather-to-its-cap-as-one-of-the-top-mobile-app-development-companies/

What Is the Difference Between Offshore and Outsourcing? What is appropriate for your business?

Le Truong — Wed, 07 Jul 2021 03:10:59 +0000

Following the global COVID-19 pandemic's impact on people's mobility, an increasing number of businesses are turning to high-tech solutions and on the lookout for dependable outsourcing partners to help them step up their game.

In this article, we'll discuss the difference(s) between outsourcing and offshoring, as well as provide an overview of both terms.

This is the relationship between the two terms as a simple rule of thumb.

	No offshore	Offshore
No outsource	We do the work here	We do the work in foreign countries
Outsource	Someone else does the work here	Someone else does the work in foreign countries

Outsourcing: What is it? Offshoring - What Is It?

Outsourcing is derived from the term "external resourcing." Unlike insourcing, which is performed entirely by in-house employees, outsourcing entails a third-party company producing all or a portion of a product or service.

Offshore refers to something located outside of one's own country, whereas onshore relates to something situated within one's own country. Nearshore is a related term that refers to offshore areas but very close together, typically sharing the same time zone/culture/language or only having minor differences.

When people think of outsourcing, they typically envision a provider located in another country. It can, however, be in, near, or far from the company's host country. Additionally, when we think of offshoring, we typically think of outsourcing, which is not always the case.

For instance, an American business might define onshore, nearshore, and offshore as follows:

Depending on the geographical distance between the outsourcers and outsourcers, the time zones may be the same or different—with time gaps that are barely noticeable or that span several hours to a day.

In a nutshell, the primary criterion for offshore is whether the operation takes place domestically or internationally. In comparison, the primary standard for outsourcing is whether or not the process occurs within the same business.

When the outsourcers are located in the same country, a company can outsource without offshoring, focusing on its core business. This is referred to as onshore outsourcing.

Without outsourcing, a business can go offshore when establishing a new office/branch in another country, allowing it to tap into a new market/talent pool.

Finally, offshore outsourcing occurs when the two parties are geographically separated. A variant is nearshore outsourcing, which occurs when a business relocates to a neighboring country with negligible time zone and cultural differences.

Despite the significant time zone differences, it is frequently the best option for many businesses to "leverage cost advantages" and maximize their time by having offshore teams work while the outsourcers are sleeping. This type of outsourcing ensures that projects are continually monitored and managed around the clock.

How do businesses outsource?

Numerous products and services are outsourced globally. There is something for everyone from highly technical fields such as data security or software development to more creative ones such as content writing & proofreading or video editing.

Depending on the type of products or services being outsourced, the business will typically seek a partner who fits its product vision and budget.

A business may choose to collaborate with a co-located partner for a service that requires thorough local knowledge—for example, writing and editing critical legal documents.

Meanwhile, it can choose to collaborate with an offshore partner on products that require skills and global insights that are not readily available in-house or locally—for example, developing a mobile application targeted at a worldwide audience.

The role of offshore outsourcing in an increasingly technology-dependent world

Globally, the prolonged (and thus far incurable) COVID-19 pandemic has put a strain on people's mobility and prompted an increasing number of businesses to seek high-tech solutions. Indeed, the outbreak has compelled them to seek out dependable outsourcing partners to bolster their efforts.

You are probably using some apps right now that you are unaware have been offshored, such as Google, GitHub, Skype, Slack, and WhatsApp.

It's natural for individuals to have some preconceived notions about outsourcing. However, if outsourcing does not enable these behemoths to leverage their effectiveness and efficiency on a global scale, they would almost certainly never opt for it in the first place.

Summary

This article defines outsourcing and the terms that fall under its umbrella, such as onshoring, nearshoring, and offshoring. With it, we hope you can now tell them apart.

The Advantages of Continuous CI/CD for Your Software Development Company

Le Truong — Wed, 07 Jul 2021 02:56:45 +0000

CI/CD is an acronym for continuous integration/continuous delivery. Though the two processes are technically distinct, they work best when combined. Numerous benefits of CI/CD enable businesses to deliver software and updates more quickly and reliably.

Providing a stable, consistent service is a necessary component of successfully managing a software product. Regular updates and stable delivery enable you to resolve issues and provide ongoing support in previously unthinkable ways. These are, of course, just the beginning of the benefits of CI-CD.

Modifications to the Code in Smaller Steps

One of the most significant advantages of CI/CD is that it enables you to work on small pieces of code at a time. This is far simpler and more manageable than attempting to organize a massive overhaul, and it is also much easier to correct later if a conflicting issue arises.

You can test changes much more quickly and identify issues much more rapidly. Working in small chunks enables you to provide a more stable, robust software tool than if you wait months or even years between major updates.

Mean Time to Resolution is Reduced (MTTR)

Customers expect rapid response times when their software develops a bug or significant malfunction. MTTR allows you to track the average time required to repair a feature, and CI/CD works consistently to reduce MTTR as a whole. It is an excellent solution for minimizing software failures and expediting the distribution of fixes.

Enhance Accountability and Transparency

Continuous feedback is possible with CI/CD. This feedback can help you improve your service to customers and even help you lead your team more effectively. You'll gain a better understanding of who did what, which will enable you to focus on and resolve issues within your team, as well as recognize the stars.

Reduced Operational Costs

CI/CD is consistently faster than other alternatives, and in business, time is always equivalent to money. By decreasing the time required to distribute updates and resolve bugs, you can free up your developers to work on other projects. From developing the following product to adding a new feature, there are numerous tasks that your team would be better off completing.

Enhance Security

Regular security updates are one of the most effective ways to safeguard your software against external threats. CI/CD automates and accelerates the process of updating security features and code across all of your products.

Customer Satisfaction Increased

The primary benefit is that it increases customer satisfaction and trust in your brand. Everyone expects software to fail and be buggy on occasion, but if you can resolve those issues quickly and use CI/CD to minimize the problems in the first place, you will have built a much better product overall.

It is far more essential to provide a stable product than to give a product with all the bells and whistles, especially if the latter software continues to fail.

Five Reasons to Request Adversarial Machine Learning

Le Truong — Thu, 01 Jul 2021 03:47:00 +0000

Nobody relishes the prospect of their creation being sabotaged or even destroyed by external influence. As a result, it's unsurprising that when technology capable of subverting machine learning models became available, it primarily caused frustration among machine learning developers.

However, as is the case with most other attacks on emerging technology, whether historical or not, it is becoming clear that adversarial attacks can be used to benefit machine learning. Additionally, they have the potential to bring researchers in the entire field of artificial intelligence to a new level of understanding of the mechanisms at work.

This article will discuss five significant reasons why you should not view adversarial machine learning as an all-consuming evil and should actively seek it out while working on a model with important real-world implications. The article's scope will include both technical and non-technical aspects of adversarial machine learning.

Adversarial Machine Learning is a term that refers to a type of machine learning that is adversarial.

Adversarial Machine Learning aims to generate the types of data instances (such as text or images) that cause the Machine Learning model to fail, either by providing a false prediction or by causing it to fall entirely. These examples are frequently designed to pass unnoticed by humans without raising suspicions, thereby exploiting the numerical representations of the data.

Typically, machine learning models are trained on the same statistical properties, and adversarial examples impair their performance by not adhering to these properties.

Several successful experiments targeting self-driving car recognition models are a well-known example of an adversarial attack. For example, researchers could completely fool the traffic sign recognition system into believing that the stop sign represented a speed limit using simple physical manipulations.

First Reason: Crash-Proof Model Design

In traditional software design, it is critical to creating a system that does not crash or behave unpredictably due to user input. When this type of input exists, it poses a significant threat to the system's security and sustainability. During large-scale development, a product is subjected to various input testing types before it is deemed safe for industrial use.

The system should either understand what to do with the input or ignore it completely.

However, this has largely remained unexplored in the field of machine learning. One of the primary reasons for this was an enormous number of out-of-sample possibilities in which the model is not expected to perform correctly by default. Due to the open nature of the input channels, the malicious example is fed without any mechanism for determining the potential usability of the input prior to the model.

The emergence of adversarial technologies, which are not difficult to produce at this point, brought the dream of strictly recognized-unrecognized models crashing down, resulting in the coining of a new term: "tricked to recognize." These developments beg the question of why machine learning input should be treated differently than other human-accessible input.

The availability of adversarial examples and the incorporation of technology capable of neutralizing them will also assist in dealing with unexpected out-of-sample inputs or attacks on the system, as the system will now know how to respond.

Second Reason: Recognize the Consequences

With the field of Artificial Intelligence growing in importance, opportunities to incorporate a new algorithm into specific decision-making processes continue to grow and become more ambitious. Simultaneously, the development pipeline is frequently still revolving around the chain of "gather data-train-test-deploy."

Have you ever met someone who desired to develop self-driving car software on their own? They collect data from car cameras, create an excellent model, install it on some prototypes, and presto, you have an autonomous vehicle capable of driving itself.

Contrary to popular belief, adversarial machine learning demonstrates why this is not true at scale or commercial applications. There are numerous frightening examples of fooling an automatic car's behavior with as few as a few carefully chosen stickers on a traffic sign or faking a medical diagnosis with a normal-looking image. Adversarial Machine Learning forces us to evaluate their decisions, significance, and resources necessary to protect them.

Third Reason: Establishing Customer Trust

Consider the last time you made a purchase using a payment system. At the time, did you believe it was safe or not? And, even if you had reservations, you were almost certainly concerned about the transaction's human component.

This is how technology earns its reputation for reliability. We usually have no reservations about conducting such operations because they have successfully resisted numerous threats over time. We are aware that it would take centuries to penetrate our most secure spheres of life, comprehend why this is the case, and establish a trust pact.

This sense of security and stability has lacked in the general field of Artificial Intelligence. Typically, the average customer is unaware of how accurate and secure the AI system is or why it makes such decisions. Demonstrating the system's stability can assist in persuading those potential clients who place a premium on security and performance stability.

Fourth Reason: Promoting the Growth of Explainability

Already ingrained in daily decision-making, models are widely trusted to act autonomously. Regrettably, this trust creates a new opportunity for dishonest users: subverting "only" a trusted black box to enter the desired decision!

This reason is directly related to the previous one. It refers to the fundamental principle of adversarial attacks: if you have a greater understanding of the system's nature, you have an advantage. Thus, white- or grey-box attacks are significantly more dangerous than black-box attacks, as attackers must recreate the system's configuration.

The desire to comprehend the rationale for them almost compels us to examine the model's decision-making process more closely. You can defend against an attack only if you understand its objective, which opens up a new avenue for developing Explainable machine learning. Examining the model as a white or black box becomes critical at this point, and more importantly, it enables us to comprehend what the model is doing on its own.

Fifth Reason: Data Science Requires White Hats

For an extended period, testing the security of any digital system was critical to ensuring that it was adequately protected against potential attacks. As a result, there are already numerous specialized algorithms for creating adversarial examples, with some of them becoming widely used, such as Ian Goodfellow's and others' Fast Sign Gradient Method.

With such a wide variety of possible adversarial methods, new counter-methods are constantly being developed and required. This results in an awareness of the models' vulnerability. However, staying one step ahead of breaching threats can be critical in areas with stricter security requirements. As a result, identifying model vulnerabilities and resolving them could become a new testing step in the model preparation process.

Conclusions

Adversarial machine learning enables us to comprehend why and how the model works by identifying how it can be fooled. As a result, we improve the models' stability in recognizing unexpected situations and attacks when acquiring adversarial examples, making them safer. Additionally, we can make them more dependable and understandable to customers. And who knows, perhaps adversarial security has a bright future as a massive subfield of cybersecurity?