AI App Development: How To Do It?


AI is a little old yet ongoing trend in app development today. Almost 77% of custom software development companies are powering up with AI, and these digits are supposed to grow more in the future.

But how to build one? So, if you’re new to this game, it will be best if you try to contact a good custom software development firm. Starting AI development from scratch can be challenging. AI (Artificial Intelligence) is truly a broad field with various subdomains, including machine learning, deep learning, natural language processing, computer vision, and more. 

Here are the steps to get started with AI development from scratch:

Step 1: Determine your timeline and Budget.

AI App Development

First of all, all you need to do is to fix your expectations. It would be best if you decided what your app is all about and when will be the right time to launch it. Consult with your business advisors and determine the requirements associated with the projects.

Now, you need to understand that the Budget may cross with the requirements you need. Because you’re developing an AI app, it can cost you 20-40% more than developing any standard application. To match your requirements with your Budget, you can use Agile prioritization techniques such as MoSCoW to help it out.

Step 2: Choose The Right Custom Software Development Firm

AI App Development

The very bold reason for saying that is they have the expertise as well as experience. They have a team of experienced and skilled professional developers, designers, and project managers who can deliver a high-quality product within a given Budget and time. You can follow the following steps to choose the right custom software development company.

  • Use online resources, referrals, and industry networks to create a list of potential software development firms.
  • Inquire about their technology stack and development methodologies.
  • Examine the firm’s portfolio to see if they have completed projects similar to yours.
  • Please pay attention to the quality, usability, and performance of their past projects.
  • Evaluate how effectively the firm communicates with clients.
  • Inquire about their approach to security, data protection, and compliance with industry regulations (e.g., GDPR, HIPAA).
  • Once you’ve narrowed down your options, request detailed project proposals that include timelines, deliverables, costs, and terms.
  • Ensure that all project details, timelines, costs, and expectations are clearly defined in a formal contract.

Step 3: Get Started with App Design & Features

AI App Development

After selecting the right vendor for your project, it’s time to have a thorough discussion. Based on your Budget, requirements, and timeline, you have to select the AI app development method. Today, app development usually approaches speedy yet effective methods of system development life cycle (SDLC) such as Agile, Scrum, etc.

If you’re on a tight budget or time, you can launch the alpha or beta version with basic and little advanced features. Later on, based on the feedback from end-users and their interest, you can make further additions or removal of features as needed.

The next thing is App design. Choose a good tech stack to create user-friendly interfaces and a solid app skeleton. For example, if you are creating an app for both Android and iOS platforms, you have to select the suitable programming language, SDK, and toolkit.

Kotlin and Java are known as the optimum language for Android, while Swift and Objective-C are best for iOS. Not only this but choosing the proper framework for AI app development is also necessary. TensorFlow, PyTorch, Keras, XGBoost, and Darknet are some popular frameworks used majorly by custom software development firms.

Generally, your developers will take care of such things, so you don’t need to take this headache anyway.

Step 4: Check On Each Sprint

AI App Development

For faster development, the whole project work is divided into various small parts. Sprints are the period in which a set amount of work is done. After each sprint, a meeting has been organized by the custom software development companies to offer the details of the project. Keep attending these meetings after each sprint so you can get valuable insights such as:

  • Which tech specs are getting used?
  • How is the procedure of AI app development going on?
  • How long will it take to develop the app altogether?
  • What’s the user’s feedback?
  • Is the project profitable to invest in?
  • Which features are attracting users, and which ones are annoying or unnecessary?

And much more!

Step 5: Launch The App and Keep Upgrading

Once your project has been developed with all must-have, should-have, and could-have features, you can chill out. In other words, if your app has all the crucial and advanced features, you have to focus on app maintenance, updates, and upgrades.

App maintenance is a critical aspect of the software development lifecycle that ensures your application remains functional, secure, and up-to-date. To effectively manage app maintenance, consider the following some of the critical factors:

  1. Bug Fixing
  2. Performance, Security, Speed, and Content Optimization
  3. Compatibility Testing on different devices, operating systems, and web browsers
  4. User Feedback and Support System 
  5. User Interface (UI) and User Experience (UX) Enhancements

Some Popular AI Apps to Try and Get Inspired In 2023

Many AI apps are getting so much popularity and reviews on the internet and in every industry. So, let’s have a look over some famous AI-powered apps you must download, observe, and try.

  1. Murf: Text-to-speech generator
  2. Jasper: AI writing assistant
  3. Pictory: AI video editing and generating app
  4. Bing AI: Chatbot and prompt to the content generator
  5. Youper: AI-based app for Teletherapy and mental health
  6. Plato: Personalised AI tutor
  7. Wombo AI: Text to image generator
  8. SwiftKey: AI-based keyboard
  9. Replika: Virtual AI friend
  10. Elsa: AI English learning app

Bottom Line

Intetics has been the top custom software development firm for the last 20 years. We have developed multiple custom AI apps, NLP models, and tools with our highly skilled data scientists, developers, and excellent team. Get more info at:


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