25 Innovative Ideas for AI Mobile App Development for Startups

Do you think that AI mobile app development is a thing of the future? Well, you are wrong because this ‘future’ has been around for a while. In fact, those who strive to get ahead of the curve have launched dozens of AI-powered mobile apps already.

Admittedly, some of them are pretty bad and have minimal functionality. But they are raking up hefty sums for their owners regardless of any shortcomings. Moreover, the niche is filling up with competition rapidly.

So, what does it mean for you?

It means that if you want to make it in any market today, employing custom mobile app development services is a must. Therefore, a stellar application idea is your key to success.

Check out our list of the hottest ideas we built with the help of our AI-powered research tool Marquètte.

AI Mobile App Development & Other Great App Ideas for You

Mobile application development solutions available today allow one to create some truly incredible things. However, if you want to start a successful business with your app, you need to consider many things.

The mobile app development industry is highly lucrative, in general. Moreover, it’s growing even more so as the level of smartphone penetration increases. Already, nearly 6.6 billion people on the planet have smartphones. Within the next few years, it’s expected that everyone will have one. In addition, custom mobile app development services are evolving rapidly. Therefore, the number and functionality of apps that can fulfill a wide range of needs are also growing. However, this niche is still nascent, which means you can achieve great results if you launch a fantastic solution.

That said, before you can dive into end-to-end application development, you need to come up with a great app idea.

In order to do that, you’ll need to research the market and learn what’s already there. Then, if your idea is unique, your next step is understanding your target audience. Finally, you need to answer the question of whether people actually need the thing you want to offer.

In case there are apps similar to your idea available already, do not despair! You can still rock in this particular niche.

The first thing you have to do is to study those solutions. Focus on customer reviews and see what users complain about. Then, make a list of pros and cons for each of your potential competitors’ products. Finally, expand your idea to create a blueprint of an app that will stand out and have none of the issues others have.

But if you are struggling to come up with original ideas, look below. We’ve prepared a list of apps sure to be in high demand.

AI Mobile App Development for Fitness & Health

•  AI-Based fitness app for WFH

The experience of major lockdowns was enough for about 97% of workers to state that they don’t want to return to the office full-time. So, WFH (work from home) is becoming the norm in our world. However, there are quite a few issues associated with it. One of those is that people might not get enough exercise. Helping them remain healthy while working from home is a fantastic way to apply mobile app development solutions. You have a lot of room for creativity here. For example, you can combine a calorie calculator with a fitness app that offers workout guidelines and a built-in personal assistant to provide healthy lifestyle tips.

• AI personal trainer app

Another idea is to make an advanced AI-based app that will act as a personal trainer. It will have to develop workouts based on the user’s constitution, lifestyle, etc. This app can use the data collected by smart devices, like fitness bracelets. In addition, it can use a video feed to assess your form and advise how to correct your pose and exert force. More importantly, it can provide feedback by analyzing your performance. It can be beneficial for regular users and as software for professional athletes.

• AR and VR-powered mental healthcare apps

AR and VR tech can be used not only for entertainment purposes. The capabilities of this technology are immense, especially when combined with AI and leading medical experts. Already there are VR solutions that help people suffering from severe PTSD and other mental health issues. AR technology also can be used for mental treatments and overall health monitoring. All in all, if you want your app to truly make the world a better place, combine your efforts with medical researchers. You might create a product that will literally save lives.

• Telemedicine apps for vets

Speaking of life-saving apps, telemedicine is hardly new. Multiple solutions of this type already make healthcare services more accessible in many countries. However, veterinary medicine is lagging behind. And you might be the one to change that. Think about how you can use AI mobile app development services to help vets reach patients in remote rural areas. Even launching a chatbot that offers basic veterinary advice can make a massive difference for people and animals.

•  AI-based emotion-tracking apps

If you want to create something that will help people, consider using AI mobile app development services to make an emotion-tracking solution. You can use current fitness trackers as a base for your product. But think about how you can use AI tech and possibly create more advanced sensors to track emotions. This solution can be invaluable for mental health monitoring and therapy apps. It can also be a great help to people who struggle with a variety of psychological and physical disorders. Study research and current technology in the healthcare industry and talk to doctors and scientists who work with tech innovations. You might be able to create incredible things together. Most importantly, these apps have the potential to save lives and improve the quality of life for people with chronic illnesses.

AI Mobile App Development for Fun

• AI-based geo-tracking app

One way to implement the power of an AI mobile app development team is to create an AI-powered geo-tracking app for travelers. Basically, this app will be the user’s virtual guide. First, it will use geo-tracking technology and AI-powered data analytics to find businesses and exciting sights in the area based on the user’s request. Then, it will essentially generate a route and itinerary for the trip.

• AI face animator apps

Face animator apps can be a source of endless fun. These solutions enable users to avatarify any image. And when combined with good custom mobile app development services, such a product can become very entertaining. You can help people animate pictures of their friends or celebrities and create unique memes, clips, etc. But be sure to consult a top-notch legal expert to protect you from any issues and lawsuits.

• AR games

If your main goal for dabbling into custom mobile app development services is to get some profit fast, AR games might be the best choice. This niche exploded with Pokemon Go’s launch, which became a sensation overnight. Years down the road, this game is still extremely popular and growing. It inspired dozens of similar products, but none have managed to topple the Pokemon champion. So now might be your chance!

• 3D avatars for social apps

Speaking of animated avatars, if making AI-driven moving pictures of real people isn’t your thing, consider applying this idea to 3D models. Making 3D animated avatars for social media and messaging apps is an interesting choice. It’s also an excellent opportunity for AI mobile app development. You can make these avatars to really show emotion, which is a fantastic feature for messaging. In addition, consider creating your own messaging app with this type of avatar embedded by default. But be sure to make them customizable to some extent to make them more fun for users. Personalization rules the day now!

•  Live video streaming apps

Live streaming video is more popular than ever. But live-streaming platforms, even the giant Twitch, are having problems with both streamers and audiences. Therefore, even though there are dozens of video streaming solutions available, this niche is hot. So, combining your creativity and custom mobile app development services might help you create the next big hit. However, you’ll need to focus on market research first. This way, you can identify weaknesses in the existing solutions. Only then you’ll be able to create an app with the potential to become a huge success.

•  Voice-only messenger apps

People often choose to use voice-operated devices, whether it’s out of a desire for convenience or disability. Now, imagine what a hit a 100% voice-based messenger app could be. Of course, you’ll need the assistance of an excellent AI mobile app development company to make this idea a reality. However, if you manage to create a truly efficient and bug-free solution, you might become the next Mark Zuckerberg. In addition, remember that smartphone technology evolves fast as well. So, the things that these devices can do in the future will expand the number of innovative solutions you can create for them.

AI Mobile App Development for Learning & Working with Information

•  AI-based news apps

Integrating AI into a news app can produce spectacular results. It can help personalize the news feed for users managing the flow of information we are all surrounded by. Such an app can be an invaluable aid for executives. It’s because they must be on top of all global news to make decisions that affect their corporations and thousands of people’s lives.

•  AI-powered language learning apps

Creating a language learning solution is one of the most excellent applications of AI mobile app development. Artificial intelligence technology is a fantastic tool because AI can customize the existing program. It means that the app can be personalized for the user based on their progress. Furthermore, the AI will assess your performance and offer exercises and tasks that will help the user achieve the best results.

•  AI-driven weather forecast app

Accurate weather forecasts seem to be a thing of legend. Legends that AI can help make a reality. Already forecasters are using machine learning technology in their work. However, there is still a big empty niche for reliable weather forecasting apps for travelers.

•  eLearning apps

The eLearning industry has been growing fast, even before the pandemic. However, the lockdown period propelled it further. As of now, the US eLearning sector is predicted to grow by nearly $13 billion by 2024. Learning from home also remains a significant concern as there is a risk of more lockdowns in the future. All in all now is the time to start developing various eLearning solutions. Using AI mobile app development will be excellent for versatile educational apps as AI can help reduce teachers’ workload. Such apps can grade work or teach specific skills.

•  Virtual classrooms

Another idea to explore with AI mobile app development is creating a virtual classroom app. In this case, your main goal will be to make sure that online interactions of the class are as efficient as they could be offline. However, if you think about it, you can see how sharing a virtual classroom can be even more convenient. In particular, think of all the opportunities for media sharing and use that the Internet offers. In addition, a clever application of this kind might help schools that don’t have the budget for advanced gadgets in physical classrooms.

•  Virtual assistant apps

The true potential of AI mobile app development can be realized through the creation of virtual assistant apps. You have plenty of routes to explore in this niche. You can stick with simple everyday tasks and develop a solution that will help people with them. For example, create a basic technology guide for those who aren’t tech-savvy. Think about what people struggle with in their daily lives and how the current capabilities of AI can assist them.

•  Content generation & research app

Students need to write essays and research many different topics. So an AI-powered platform that can help with research and content generation is sure to be a hit. But, of course, AI cannot write as well as a human. So, any essay generated by tech needs to be edited thoroughly. However, it can certainly find, process, and manage information much better than any student. So, overall, an AI mobile app development can produce a fantastic essay-writing aid.

•  AI-powered data extraction apps

One more way to use AI mobile app development is to create a solution that will extract data from various sources. Then, the AI will process this data to offer actionable insights to the user. The complexity of the tasks can vary from answering basic questions about fashion to building business growth strategies. But bear in mind that this product won’t be easy to make. Machine learning takes time and resources to actually learn to the point where an AI works flawlessly. Unfortunately, it also takes a lot of resources. Therefore, be prepared that this is going to be a massive project that requires investors.

AI Mobile App Development for Business & More

•  AI-driven chatbot apps

Chatbots are the most popular application of AI mobile app development today. It’s because they have dozens of uses for business. Moreover, you can still invent many useful applications of AI-powered chatbot apps. They can teach, guide, and above all, provide customer service. These apps aren’t new, but the niche still needs better technology, more advanced options, and better “intelligence” components.

•  AI logistics optimization

Geo-tracking AI mobile app development can have an excellent implementation for logistics. This solution can help businesses analyze traffic and build the most efficient routes. It can also collect and process relevant data to assess profitability and develop better logistics strategies for business growth. The result is improved operational efficiency. Note that transportation businesses and enterprises can use this app. But it’s also a good idea for mobile app development for startups. Such a startup would be able to provide analytics and advisory services to those same enterprises.

•  Live commerce apps

One of the more profitable ways to use mobile application development solutions is to get on with the live commerce trend. It’s currently on the rise, riding the coattails of the great eCommerce boom brought by the pandemic. The idea of live commerce is to make the online shopping experience as ‘live’ as possible. You can play around with this idea when working on end-to-end application development. For example, you can create an app that will work from the seller’s side. Basically, it will add a feature to interact with the sales assistant in a brick-a-mortar store through a video chat of some kind. But you can also start working from the buyer’s angle. Try to create a solution that will allow people to explore the stores in real time while sitting comfortably at home. The potential in this niche is vast, so be creative!

•  Warranty organizer/management apps

There are about 10 electronic devices in an average household today. This number is constantly growing as tech becomes more affordable. And each of these devices, as well as any gadgets people are also using, has a warranty. Keeping track of all the warranties one has can be pretty tricky. But it’s necessary as using this service can save people hundreds of dollars. Therefore, using mobile app development solutions to create an efficient warranty management app can turn into a highly profitable idea. Consider partnering with companies that offer extended warranty services. You might develop some great offers together and become a sensation in this niche. In fact, it might be possible to make this business a global success.

•  Carpool apps

The success of Uber might be impossible to beat. And there are plenty of other businesses using a similar model now. However, carpooling is not yet well-developed as an organized business. So, this is your chance. AI mobile app development will be most helpful here. You can implement the power of AI to find the best matches and manage large volumes of requests. All in all, the success of this business will depend on the quality of software your enterprise mobile app development company can deliver. Be sure to consult some logistics experts about developing a plan for this kind of app. You will also need to consider the demand for carpools. In fact, think about starting small and developing an app for your local community/school/college/etc.

•  AI-powered HR & recruiting apps

HR specialists and recruiters have to do a lot of mind-numbing routine tasks in their work. Sorting through surveys and reports, as well as analyzing CVs and job applications, are highly time-consuming tasks. AI can handle them better and much fast. In addition, AI mobile app development, when applied to HR, can eliminate all bias and human errors. So, this kind of app can boost Human Resources and Recruiting departments’ productivity on every level.

AI Mobile App Development Challenges & How to Overcome Them

End-to-end application development is no easy task, and coming up with an awesome idea is just the first step. The success of the following steps will depend on your collaboration with a mobile app development company. Therefore, it’s crucial to find a dev team that will be able to understand your vision and work in tune with you.

The main challenges of AI mobile app development for startups are the lack of funds and technical limitations. Therefore, your priority is to find a team with the technical expertise to create the exact thing you need. That’s why looking for people with years of experience and skills gained from working on diverse projects is essential. This kind of people will be able to offer insights on how your idea can be improved and expanded to create an even greater product.

Regarding the budget, it’s important to understand your limitations. But you also need to look for financing opportunities. For example, start with creating a limited version of your ideal app. Then, take it to investors with a proposal.

It will be easier to make potential investors interested in your product when you have an actual product to show off. Moreover, you can launch this app as an alpha version so it can start generating income.

Note that you can even launch it as a free version, which will still work for you. This way, your app will generate awareness, and you can start working on digital marketing for your app.

Meanwhile, your development team should also be able to help. At Devtorium, we always offer our clients several plans to maximize the cost-efficiency of their mobile application development solutions. The trick here is to be willing to do the work needed to create maximum value for every dollar. If you are interested to learn more, contact us anytime!