AI & ML Application Ideas for Startups in 2022 and Beyond!


When it comes to cutting-edge technologies, artificial intelligence is at the top of the list. In the current situation, there are numerous AI apps available on the market that can assist. Artificial Intelligence (AI) technology has already made its way into the app market, where it has helped to design a superior user experience through a plethora of sophisticated functionalities. AI is frequently cited as a technology that drives innovation and introduces new app features.  

Artificial Intelligence and Machine Learning (AI & ML) have emerged as the most influential technology in the world of mobile app development and that is why Artificial Intelligence development company is opening up a slew of new opportunities for businesses in 2021. We’ll go over some of the best AI/ML app ideas for Android and iOS in this blog. 

So, let’s go!         

Why to invest in Artificial Intelligence solutions development?

According to MarketsandMarkets, the Artificial Intelligence market will grow at a 36.62 percent CAGR from $21.46 billion in 2018 to $190.61 billion in 2025.    

Furthermore, 61% of executives with an unconventional strategy claim they use AI to find data opportunities that might otherwise go unnoticed.  

After reviewing these figures, it is evident that mobile apps will continue to thrive in the future, with no signs of slowing down. As a result, there is a demand for experienced AI development company in dealing with cutting-edge technology and developing applications that adhere to industry standards. 

Now, let’s have a look at,        

Top AI/ML app ideas to look for in 2021-22!

Here’s the list of top AI/ML startup ideas:               

#1. Language learning app     

In today’s world of fierce competition, everyone is looking to improve their abilities and expertise levels. Both ambitious professionals and ambitious learners can benefit from a clever artificial intelligence-based language learning app. When visiting other countries, intelligent, AI-based language learning apps can also assist international travellers in dealing with unexpected linguistic obstacles. Furthermore, the instant voice translation capability in such apps might aid travellers in overcoming immediate translation issues.    

#2. AI-based voice assistant              

Amazon Alexa and Siri are two of the most well-known voice AI assistants. These kinds of assistants can be installed not only on Android phones, but also on refrigerators, vehicles, and headphones. Voice-activated control, voice control, voice commands, accessing information online, assisting with tasks, translating in real-time, arranging appointments, and sending reminders are all possible using NLP (Natural Language Processing).  

#3. AI-based geolocation app        

Almost 80% of individuals use GPS to guide them on their journey. This is a good way to keep track of a route and keep an eye on it. We can state that it is a clever and excellent AI assistant android app that can clarify the traffic situation to you before you begin your journey. As we previously stated, this software is so intelligent that it offers users the fastest route to their destination in order to assist them in avoiding traffic at all costs. You can also customise some of the app’s features, such as movies, accommodations, contacts, and activities.    

#4. AI-based news app   

You may also create an intelligent artificial intelligence-based news app as a company that can display news articles based on the user’s preferences. When a user chooses to watch political news, for example, the app can only display and list political news items depending on this selection.         

#5. AI-based Mental health app          

Mental health is vital, and most people are aware of it, but it is still neglected in some countries. It is possible to develop a mental health AI-based app that can communicate with users when they are anxious or ill. You can set up a chat room for people to communicate with the virtual machine and freely express their emotions. The best example is the replica; this application improves users’ mental well-being and is stress-free. This application includes a function that allows users to construct their own duplicate to converse with.        

#6. AI-based Chatbots      

AI-based chatbots are the newest online agents that can handle a large number of questions and doubts in real-time and provide customers with support 24 hours a day, 7 days a week. Chatbots mimic human behaviour, but they provide more exact responses and are totally automated with no human intervention. According to the study, by the end of 2021, 85 percent of customer communication will be handled without the use of humans. Adding a virtual assistant to your mobile app helps improve buyer interactions by providing several benefits to end-users.  

#7. Weather forecast app        

Weather forecasting apps backed by machine learning can let you determine the exact anticipation of the atmosphere in your destination. NowCast, a climate forecasting application, uses AI to anticipate conjectures and provide meteorological forecasts that are top-of-the-line. It gathers climate information and insight with the help of AI to anticipate any changes in the climate state.

# 8. AI-based GeoInterest app     

When users install this application in their phone, it automatically recognises, bookmarks, and remembers the details of your favourite places every time they go on a trip or traverse any local area. The app keeps track of their whereabouts and sites of interest. It locates those locations on a map and collects information such as their website address, phone numbers, emails, social media links, and so on. Users can add their favourite bookmarks to the app, and anytime they pass by that spot, they will receive an instant notification.

#9. 3D modelling app   

3D modelling is undoubtedly crucial in many industries for design models, but it is both costly and time-consuming. It is possible to construct an app that contains a function that covers all aspects of the object and, simply put, creates a 3d model of the object. This type of AI app idea is ideal for small and medium-sized businesses. 


Artificial Intelligence (AI) isn’t just about to take the globe by storm with its vast capabilities; it can also help your company do, create, and produce more. We hope you found this post useful in your search for the finest AI/ML app ideas. If you want to create your own AI/ML app, hire a Machine Learning development company to help you create full-fledged applications.