Generative AI has significantly transformed the process of writing stuff, designing, and animating. However, its impact on application development has to be explored. This blog explores the transformative impact of Generative AI in app development, ranging from addressing development difficulties to reinventing UI/UX design and providing assistance in multiple aspects of app development.
Across many fields, people are using technology more and more. AI is one of the newest technologies that people are starting to use, and it has helped change and automate many tasks. Generative AI has gotten a lot of attention and has changed many industries. It is one of the recently seen trends and roles that AI played in the digital revolution.
It wasn’t even thought possible that an AI-made picture called “Twin Sisters in Love” would win an art contest in the summer of 2022. In the end, it did!
ChatGPT, our favorite Generative AI tool made by OpenAI, caused chaos when it first came out and got a million subscribers in just five days, even though it didn’t have any users before. It has also been named the site with the most active and returning users that is growing the fastest. It’s just one of many!
Generative AI is pushing the limits of what is possible, from helping people come up with creative content to design ideas. It gives you great results just by typing in a question, but can it help you code or fix problems with code? We need to know the answer to that question. Let’s check to see if creative AI can help with making apps.
That’s what this blog is all about. Check it out as we go into more detail about how to use Generative AI in application development to make apps.
How Generative AI Help In Application Development
As per Gartner reports, about 45% of the companies polled have increased their investments in Generative AI over the past year, with 22% doing so across three business areas. From all of their tasks, they have put the most money into Generative AI for developing software and apps, followed by marketing and customer service.
Pre-sales and project management for IT projects
One thing we all know for sure is that Generative AI can be a very useful tool for pre-sales and project management teams in many ways.
When the project management team looks at problem statements, competitor data, new idea brainstorming, cost estimates based on company framework, and planning app development processes, generative AI helps them focus on the problems of their clients and quickly come up with answers.
Generative AI in UI/UX
UI/UX design for apps is a process-heavy field where designers have to organize and handle a lot of different tasks. Some of these design factors are color schemes, graphics (vectors or images), icons, places, and many other design elements that can make the user experience better.
Many generative AI tools can help designers be more creative, even if they only know the basics of how to use AI in UI/UX design. There isn’t a single tool that works for everyone, but artists can use a number of them:
- Khroma is to make color schemes by picking out a few colors they want to use in the design.
- Uizard for making app design layouts by giving easy English prompts that explain the type of project;
- Framer has an AI design system that lets designers make website layouts based on text descriptions of things like style, usefulness, and content. Even though it’s not a complete design answer, it gives you a place to start. It also comes with an AI-powered responsive layout tool that can look at the content of your website and make layouts that work on all screen sizes and devices.
- VisualEyes is an AI-powered design feedback tool that looks at your UI design and tells you how to make it better. It acts like an eye-tracking and choice test, and the design is broken down into three groups to give feedback: Attention Map, Clarity Score, and Areas of Interest. Besides these, designers can use any of the many Generative AI design tools on the market to increase their output and give users a better experience.
Generative AI-powered design tools already have a lot of big players, but new companies that want to get in can cover a lot of ground and take over the market by making better tools with the help of MindInventory’s Generative AI development team.
Also Read: The Role Of Generative AI Solutions for Business
Provide Assistance in Writing Code
Developers frequently employ Generative AI techniques to build code with logical structures when they encounter difficulties. Generative AI provides developers with support in:
- Providing explanations of code functionalities to assist developers in maintaining or upgrading the program, particularly in areas where they may have less familiarity.
- Providing support in comprehending programming language classes or code libraries tailored to specific needs.
- Developers can utilize generative AI, which is educated on specific coding standards and frameworks, to restructure code and enhance it by ensuring enhanced code consistency along with the addition of informative comments.
- Provides simpler code alternatives to streamline the code base and facilitate future maintenance for developers.
- Generative AI for code creation provides a rational solution to help developers overcome obstacles efficiently when they encounter difficulties.
- Assists developers in writing code that goes beyond templates and effectively utilizes stub code for new tasks.
- Conduct coding experiments to test novel features and functionalities in the application, aiming to provide distinctive propositions and enhance app performance.
- Code translation is converting the code of an application from one programming language to another, with the goal of migrating the app’s codebase to high-performing languages that provide improved customization and performance.
The primary objective is to identify and rectify errors in order to successfully build and execute the code.
Development and Customization of Features
Customer service channels should be included in many company software. What could be more ideal than an AI-powered chatbot as an additional use case for Generative AI in app development beyond code generation? No big deal, is it?
Here, companies may tap into the power of Generative AI to build chatbots that provide customers with tailored experiences when they ask for information.
Generative AI even makes it possible to create various kinds of chatbots. with order to improve your customer service, our AI/ML team can assist you with developing generative AI solutions such as autonomous AI agents, multi-modal virtual assistants, advanced conversation intelligence, and more.
Improve API
The use of generative AI can greatly improve application programming interface (API) documentation by automating the creation and maintenance of thorough, user-friendly documentation. To accomplish this, the app’s API code, together with any comments or annotations made to the code, will be needed.
Code comments and descriptions can be understood by the natural language processing models employed in Generative AI’s architecture. This makes it easier for developers and API users to grasp technical terms by translating them into plain English. With improved inputs, it may generate interactive features like code snippets, try-it-out functionalities, and live examples to enhance the engagement and usability of your documentation.
Organizations may improve the user experience, save time, and guarantee consistency by utilizing Generative API to document their APIs. While a technical writer’s oversight is required, the team’s output will undoubtedly increase.
Also Read: The Role of Artificial Intelligence in Power Distribution
Final Words
In the same way that artificial intelligence has had a significant impact on businesses and the numerous services they perform, including application development, generative AI has also had a significant impact on various aspects of business operations. The developers have, without a doubt, reaped many benefits from it, and it has also contributed to the revolutionization of the way they perform their work.
Aeologic is positioned to be the top choice for a Generative AI development company for businesses that are harnessing the potential for a variety of use cases. This is because Aeologic is an ardent champion for the power of artificial intelligence and machine learning. Through our extensive expertise and years of experience in the field of artificial intelligence development and natural language processing, we provide businesses with assistance in strategic development, the selection of technologies, and the development of generative artificial intelligence solutions. Additionally, we provide ongoing support to ensure that businesses remain relevant in the face of shifting trends.
