How You Can Develop an App with AI Technologies

Building a mobile app is traditionally a six-figure job and requires anywhere from 3 - 10 experienced developers. However, recognizing the dramatic shift the world is facing when it comes to strategizing and innovation, integrating AI in app development is becoming important for three reasons: accessibility, efficiency, and innovation. 

So what’s changed? 

Well, if we compare what we had when creating apps 5 years ago to what we have now with AI, we can see several key changes such as:

Advancements in AI Frameworks: AI frameworks and tools have made it easier for developers to integrate AI functions into their mobile apps. These frameworks allow for the implementation of machine learning, natural language processing, computer vision, and so on. The best part; using them doesn’t require extensive expertise in AI.

No-Code/Low-Code Platforms: No-code and low-code platforms have gained popularity over recent years, which makes it easy to create functional mobile apps. These platforms often come equipped with pre-built AI components that can easily be integrated into the app.

AI as a Service (AIaaS): Cloud-based AI services offer simple APIs that developers can leverage when adding AI functionalities to their apps. These AIaaS platforms handle the training and deployment of AI models, which reduces the complexity behind developing AI-powered applications.

User Experience: Integrating AI in mobile apps allows for interactive and personalized user experiences. This is made possible through AI-driven features, such as recommendation systems, chatbots, and voice assistants.

Competitive Edge: As more companies adopt AI in their mobile apps, you’ll see that it’s become a huge advantage. Businesses can gain insights from user data, then make improvements in app performance, and ultimately use that to stay ahead of the competition in a market evolving so quickly.

Scalability: Automation streamlines various aspects of app development, which reduces the need for big teams of developers as well as the development time. The amount which one developer can accomplish is amplified with AI tools and can also optimize resource usage.

Integration with IoT and Big Data: AI's ability to process and analyze vast amounts of data is particularly valuable when it comes to IoT and Big Data. AI-powered mobile apps can make sense of data that’s been collected from devices and sources which creates new opportunities for innovation and of course data-driven decision-making.

Using AI to Build My App

Getting started: AI frameworks like TensorFlow and PyTorch will give you the documentation to learn the syntax, functions, and usage of different components within the framework when integrating machine learning models into your mobile app. These frameworks have pre-trained models for common tasks like image recognition and sentiment analysis, which is important because again, it makes it easier to incorporate AI functionalities without expertise. 

For developers looking to create apps without in-depth coding knowledge, no-code and low-code platforms like Appgyver and Bubble are great choices. These are going to come with AI plugins and integrations, which will allow developers to drag and drop AI components into their apps. You can create an entire website and mobile app in a matter of hours, and plug-ins are at your fingertips for just about anything you could want your app to have. 

Also, using AIaaS platforms like AWS AI services or Google Cloud AI can further simplify the development process. Developers can integrate these APIs into their apps and leverage the AI without having to think too much about the underlying infrastructure.

In the middle: Now, during the design phase, developers can employ design tools such as Adobe Sensei and Figma's Smart Selection, which create interfaces that are both aesthetic and user-friendly. These tools use AI algorithms that suggest improvements to the layout, that generate design prototypes, and that adapt designs based on feedback from users. 

When testing the app, AI testing frameworks like Testim and Appvance AI Testing can automate test case creation and execution, which will help identify potential issues. For personalization and recommendation features, you can use AI-based recommendation engines like Amazon Personalize or Google Recommendations AI. 

At the end: Now, when you deploy and monitor the app, DevOps tools like Jenkins X or GitLab Auto DevOps will help automate the deployment process, monitor the app's performance, and detect anomalies you should be aware of. 

Traditional Methodology Comparison

If you compare everything we just outlined to traditional methods which require big budgets, teams of experienced developers, and months or even years until an app is complete, it's clear that code generators and low-code platforms alone change the landscape for app development forever. 

Businesses and developers can have cost-efficiency, faster development cycles, and access to a broader audience which were seemingly unattainable with traditional methods. Let’s say for instance a FinTech company wants to develop a mobile app as an extension of the services they offer on their website. In a world without AI, you'd have to hire experienced developers, UI/UX designers, and domain experts. The development timeline could again span months or even years which would delay market entry time and make scalability a bigger concern.

Now, if that same FinTech company wants to do this in today’s world, you could likely do this with one or two people in a matter of weeks. Though you certainly could bring in a project manager, frontend and backend developers, UI/UX Designer, AI Specialist/Data Scientist, and a QA Tester if you have the means or require the oversight. Nonetheless, the development landscape remains focused on keeping the process quick and painless.

The Takeaway

Finding ways to leverage AI in processes your business may have followed for years isn’t easy, but it’s necessary in 2023. App development is a great example of how AI is transforming the landscape, but it’s just barely scratching the surface in terms of the kind of change AI will bring to you and your business. To navigate this, companies must look to consult with AI architects who can identify opportunities for AI integration and develop tailored strategies for implementation.

Written By Ben Brown

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ISU Corp is an award-winning software development company, with over 17 years of experience in multiple industries, providing cost-effective custom software development, technology management, and IT outsourcing.

Our unique owners’ mindset reduces development costs and fast-tracks timelines. We help craft the specifications of your project based on your company's needs, to produce the best ROI. Find out why startups, all the way to Fortune 500 companies like General Electric, Heinz, and many others have trusted us with their projects. Contact us here.

The 5 Biggest Trends in Software Development for 2023

Custom software development is the infrastructure that supports businesses all over the world in a wide variety of industries. In Canada alone, a 2019 survey found that well over 80% of businesses heavily relied on information technology as well as communication technology (pre-pandemic). When the time came that everyone was forced to continue their operations remotely, the reliance built to a point of dependency.

Now, here we are 4 years later and the growing demand for IT services has resulted in Software Architects, Cloud Engineers, and Full-Stack Developers being among the highest in-demand workers for 2023.

Why Do Businesses Need to Know This?

The types of software projects and teams needed to complete them will look very different from one business to the next. For example, a company could need a dedicated team, or simply a project taken over, someone may want to develop an app, and others may even need an entire process automation system built from the ground up.

Software development is still a broad topic that’s at the beginning of the road in terms of the impact it’s meant to have. With that in mind, it’s critical to be aware of what’s at the center for discussion when it comes to software development in 2023, so here are 5 key points to be aware of:

1) Low-Code No-Code (LC/NC): 

Software development is a highly complex process that encounters challenges and can take a lot of time depending on the scope of the project. LC/NC adoption has become popular in recent years as a means of adjusting to the new-age demands of software development and mitigating the complications. 

What this does is enable the creation of applications using templates, pre-built modules, and drag-and-drop features. For these applications to perform without LC/NC, the process would be very long and daunting. A few examples of LC/NC applications include Squarespace, Wix, WordPress, Shopify, and Mailchimp. 

As of last year, around 50% of programmers were using LC/NC to some capacity and reports have shown that everyone who has implemented it has seen ROI.

2) The Prevalence of Cloud Computing:

With the pandemic making remote work the norm for most businesses, cloud computing became the saving grace for many shifting IT demands. It offers a centralized hub for data storage as well as accessibility. 

Beyond simply storing information, cloud computing enables important functions like instant messaging, hosting, as well as disaster recovery (to name a few). A good reason to pay attention to cloud computing in 2023 is the fact that the technology is becoming more mainstream, especially for top talent and remote work which is the norm for around 70% of full-time workers. 

Before last year closed out, the total service spending for cloud computing topped $217 billion. This begs the question: what will this spending look like in the next 5 years? With how digitized the corporate world is becoming, this market could surge dramatically— more so than it already is.

3) The Reign of Artificial Intelligence 

Likely among the biggest buzzwords of 2023 is “Artificial Intelligence” due largely to the introduction of platforms like Chat-GPT and now rivalry application Google Bard. 

AI is pushing the parameters of what people thought was possible with technology and it’s really just becoming accepted by the public. This trend is going to be a significant player in everyone's lives this year.

When it comes to software development, AI offers solutions and methodologies that can enhance the performance of IT systems immeasurably. It reduces errors and boosts process efficiency in addition to its ability to completely personalize an experience for users. 

There is also AI-assisted coding which is a topic for discussion that requires far more detail than we could cover here. But what’s important to note is that investing in the AI market isn’t just for tech companies, even the vast majority of hospitals have plans to use AI. 

You get the picture when it comes to AI at this point. A lot is changing and everyone needs to be prepared for it. The AI market is set to break half a trillion dollars by next year which likely isn’t even a third of what it will be worth in the next decade. 

4) Cyber Security

Cyberattacks are a daunting topic in the IT world, especially when it comes to small to mid-size companies, as they are the most commonly targeted. As more businesses recognize the risk, research predicts that around 65% of the global population will have their data protected by modern privacy regulations this year.

Is this necessary? Absolutely. There’s a vast amount of personal, nevermind confidential business data that could be subject to interference by black hat hackers which is incredibly dangerous. The reliance on systems, like that of cloud computing, demands that any and all vulnerabilities be covered. 

5) IoT Devices

The internet of things (IoT) has been a key area of technology for people to focus on for over a decade now. In 2023, with the advanced capabilities of software development and breakthrough discoveries in technology, these devices are about to become more common and powerful than ever. 

Smartphones, smartwatches, fitness trackers, computerized bikes and scooters are just some of the popular IoT technology trends. Within the next 2 years, it is estimated that we could see more than 26 billion interconnected IoT devices. 

IoT devices rely on professional software engineering to provide the experience they’re meant to for users. The reason an apple watch can sync up with an iPhone is a result of the seamless performance of IoT software systems.

The Takeaway

What’s popular when it comes to software development is always important to be aware of because not everyone may realize how much of a role it plays in everyday life. Everyone wants to get into the digital marketplace, but too often, businesses let impatience get in the way of optimal performance. You can go for the plan that yields results in 6 weeks or you can go all in for the plan that’s going to allow you to boost your ROI dramatically at the end of the year. 

Written By Ben Brown

—

ISU Corp is an award-winning software development company, with over 17 years of experience in multiple industries, providing cost-effective custom software development, technology management, and IT outsourcing.

Our unique owners’ mindset reduces development costs and fast-tracks timelines. We help craft the specifications of your project based on your company's needs, to produce the best ROI. Find out why startups, all the way to fortune 500 companies like General Electric, Heinz, and many others have trusted us with their projects. Contact us here.

Using Mobile-First CSS: Is It For You?

The emphasis on mobile usage when it comes to designing a website is a recurring topic among most businesses these days. The experience of a website on mobile is just so critical considering that these devices account for over 60% of website traffic in 2023. Additionally, the sheer amount of monthly mobile data traffic (measured in exabytes) has grown dramatically over the last decade and is projected to go up even further in the next decade. For web designers, this means developing an easy-to-navigate website and condensing the page when making changes to the site. For software developers, there’s a bit more involved to ensure a seamless experience for mobile users. 

Enter Mobile-First CSS

Mobile-First CSS is a popular solution for designing websites or web apps specifically for smaller screens. This approach prioritizes the mobile experience by starting with the mobile design, then gradual additions are made to accommodate bigger (desktop) screens. It’s important to emphasize here that this approach doesn’t mean neglecting the experience for desktop users. Simply, it’s creating a seamless mobile look and feel that will then influence the development of the desktop version. 

What Benefits to Expect With Mobile-First CSS in Action

There are many advantages to taking the Mobile-First approach particularly if your analytics suggest the majority of your traffic is coming from mobile users. Here are 4 that you can expect to see on your website:

• A simpler design: By focusing on the mobile experience first, the design will be simplified and made more user-friendly. This makes the website or app easy to navigate, even on smaller screens.

• A responsive website or app: With Mobile-First CSS, the design will automatically adjust to different screen sizes, providing a seamless experience for all users, regardless of the device they're using.

• Improved performance: By creating a streamlined design for mobile users first, you are improving the overall performance of the website or app, making the site perform faster and more efficiently.

• Improved SEO: With an emphasis on mobile, you are also improving your website's or app's SEO by making it mobile-friendly, which is a ranking factor for search engines.

We’re not telling you how to design your website or web apps when we’re talking about Mobile-First CSS. These benefits apply to the company that doesn’t have a desktop-focused, legacy, complex, or static website.

The Potential Drawbacks

With that being said, it’s important to know the pros and cons of any system your organization is looking to get involved with. Here are some potential drawbacks of Mobile-First CSS:

• Requires a mobile-focused mindset: Designers and developers must have a strong understanding of mobile design and development best practices to effectively implement Mobile-First CSS.

• Increased development time: Creating the mobile version first and then making adjustments for larger screens can take more time compared to designing for the desktop first.

• Limited creative control: Designers may feel limited in their creative control and ability to showcase their designs on larger screens.

• Lack of attention to desktop users: There is a risk of neglecting the desktop user experience, which can lead to a subpar experience for these users. However, this can be fixed down the line. 

• Increased complexity: With Mobile-First CSS, the code becomes more complex as the design is adjusted for different screen sizes. This can make the development process much more difficult.

What’s useful when it comes to weighing the pros and cons of a new software system is that it allows organizations to plan for contingencies. Teams who take on the development process with the mindset of “we know how this has benefitted others, this is how we see it benefitting us, let’s outline the timeline and go from there” will be much better off. Additionally, weighing the potential negatives will be good to bring up when consulting with programmers to see how they plan to solve potential issues.

The Takeaway

Software projects are only made successful with sufficient involvement from both parties which means having realistic expectations and accurate estimations. It comes down to knowing your audience and the goals of your business long-term. If the majority of your audience accesses your website or web app on a desktop, then a mobile-first approach may not be an appropriate solution. Whatever the case may be, proper planning and communication are the keys to a successful software implementation.

Written By Ben Brown

—

ISU Corp is an award-winning software development company, with over 17 years of experience in multiple industries, providing cost-effective custom software development, technology management, and IT outsourcing.

Our unique owners’ mindset reduces development costs and fast-tracks timelines. We help craft the specifications of your project based on your company's needs, to produce the best ROI. Find out why startups, all the way to fortune 500 companies like General Electric, Heinz, and many others have trusted us with their projects. Contact us here.