Building Native apps for multiple platforms was an expensive and effortful process until React Native was announced in 2015. Facebook’s technology promises the “code once and use anywhere” mantra to every business that wants to build solutions for multiple platforms while keeping the user experience of Native build applications. If you are a business leveraging React Native technology to build digital solutions, you must explore the endless opportunities that Artificial Intelligence brings.
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Scope of React Native technology
Before heading to the core sections of the article, we would like to mention some of the interesting statistics revealing the profound scope of React Native technology. If you have not chosen React Native as your mobile app development technology, then you must consider it to build your digital solutions.
- Over the time from August 2022 to August 2023, React Native has shown very stable searches in Google as compared to similar technologies like Angular and Vue.js. And recently, Angular has been showing a decline in total popularity.
- Further, we have also researched the interest of top cross-platform app developers. According to research by Statista, 32% of cross-platform app developers worldwide will be using React Native technology in 2022. And in 2023, the number will significantly increase by the end of the year.
- Moving further, React Native technology is used in many applications. Instagram, Uber, Flipkart, Amazon, and many more tech giant apps are built over React Native technology. In total, nearly 31,000 apps with 51 billion downloads on app stores are built using React Native.
Scope of Artificial Intelligence
Artificial Intelligence is one of the terms you might see all over the internet associated with technology. It is because it packs ample opportunities, delivering robust benefits to businesses. Here are some of the statistics showing how AI is empowering businesses.
- The trending chat GPT grabbed over 1 million users in just 5 days of its launch, showcasing the advancement in AI. And undoubtedly, many top organizations employees use it to ease their day-to-day tasks.
- By 2030, we will have self-driving cars and all that will be made possible with the potential of Artificial Intelligence.
- 50% of the USA users use voice search every day, which is a part of Natural Language processing technology, one of the branches of Artificial Intelligence.
- According to a report by IBM, 35% of companies optimize operations using Artificial intelligence.
We are sure you have grabbed the idea of how popular React Native and Artificial Intelligence are. If you are a business using React Native as the fault technology for your business application, it is time to explore the AI dynamics associated with it.
Trending applications of Artificial Intelligence that businesses should explore with React Native Technology
Artificial Intelligence continuously evolves and showcases a diverse set of applications transforming businesses. To understand the applications, we have divided the section into three phases chronologically.
Phase 1- Algorithms and Fuzzy Logics
Algorithms are categorized as the first wave of Artificial Intelligence. Businesses build Algorithms to guide a computer to follow certain steps in each situation. With time, top mobile app developers advanced their algorithms so that systems could label their confidence in accuracy in given situations. This was known as Fuzzy Logic. Even today, businesses use phase 1 of Artificial Intelligence to reduce manual operations.
Phase 2- Neural Networks, Deep Learning, Machine Learning
In the second wave of Artificial Intelligence, we saw some interesting advancements. Here, the focus was more on the data-driven approach instead of laying down simple algorithms to reduce manual operations. Businesses started to build intelligent solutions that trained themselves, just like humans.
For example, the neural networks model worked like a brain where the inputs were translated into signals passing through multiple algorithms and presenting the most accurate outcome. With more neurons inside the processing system, businesses were able to explore better decision-making.
Gradually, with the power of machine learning and Deep learning, Artificial Intelligence was able to train machines to think and learn on their own. Whenever new data was saved in the database, systems analyzed its accuracy and updated the old capabilities. Natural language processing and Facial Recognition technology are some great examples of Phase 2 AI.
Phase 3- Yet to Be Explored
Currently, the AI works with limited applications and scope. However, the biggest of the tech giants are investing heavily to build systems that can throw answers even if there is no related information associated with it in their database. We are yet to explore these dynamics of Artificial intelligence and hopefully, we will be able to process it. React Native technology can be a widely popular technology in the third phase.
Top AI technologies to explore with React Native for your business
Now that you have understood the applications of artificial intelligence, it is time for us to present to you some of the popular technologies (frameworks, libraries). You can smoothly use them with your React Native application and leverage your business operations toward AI-driven decision-making.
For production-grade machine learning models, there can be no better technology than TensorFlow. A business can find machine learning solutions for every level, train their own pre-trained models, and use this robust technology. The overall process is faster with TensorFlow, especially for the machine learning requirements.
If you are targeting the iOS platform, then there can be no other option than Core ML. It is optimized for a broad variety of machine learning model types running advanced neural networks. Whether it is about understanding the images, video, sounds, or other rich media, you can achieve everything with React Native and Core ML for your business.
Caffe 2 is a deep learning framework that you can use with React Native to empower your business applications. The open-source community keeps on contributing new models and algorithms rich in Artificial Intelligence. However, in 2023, Caffee 2’s APIs are depreciating which is a reason why it is becoming less popular among the top React native app developers.
How does Artificial Intelligence with React Native benefit your business?
Artificial Intelligence (AI) offers a wide range of advantages for businesses across various industries. Here are some of the key advantages:
- Efficiency and Automation: AI can free up human resources, increasing productivity and efficiency for businesses.
- Data Analysis: Businesses can make data-driven decisions, identify trends, and gain insights that can give them a competitive edge.
- Personalization: AI can analyze your user’s data and deliver them a personalized experience, in terms of product recommendations, marketing campaigns, and more. This in turn improves your conversion rates.
- Customer Service: AI-powered chatbot apps and virtual assistants provide 24/7 customer support, handle basic customer queries, and resolve their issues right in real-time.
- Predictive Analytics: AI algorithms can predict future trends and behaviors based on the data patterns they have collected. Businesses can get insights into future market changes, optimize their operations, and minimize risks.
- Cost Savings: By automating tasks and processes, businesses can reduce operational costs related to labor, errors, and other inefficiencies.
- Innovation: By analyzing market trends, customer feedback, and competitor data businesses can foster innovation and stay ahead in a rapidly evolving market.
- Risk Management: AI can analyze large volumes of data to identify potential risks and fraud, enhancing security measures and preventing financial losses.
- Decision Support: With the insights and recommendations, AI can aid strategic planning and more informed decision-making.
It is important to note that while AI offers numerous advantages, successful integration requires careful planning, data privacy considerations, and ongoing monitoring to ensure optimal performance and compliance with ethical standards.
What is Next? Hire React Native App Developers with expertise in Artificial Intelligence models
If you reach this point in the article, you must be wondering what your next steps should be. Undoubtedly, React Native is a popular technology for application development, and Artificial Intelligence with react native brings a pool of benefits for businesses. It is time for you to leverage what AI can bring for your business by hiring React Native App Developers who are experts at machine learning, deep learning, neural network engineering, and other branches of Artificial Intelligence.
Q1. Can we use AI in React Native?
Yes, React Native is a great technology to use while exploring the potential of AI. There are ample frameworks available on the market that can easily integrate with React Native-based cross-platform applications.
Q2. Why do big companies use React Native?
Due to the ease of development and reduced time in building applications, React Native has become the first choice of big companies. Giant and complex applications like Facebook, owned by Meta (a tech giant), are built using React Native. A key reason for using React Native is its cross-platform ability, which makes apps run on multiple platforms.
Q3. How do you integrate AI into React Native apps?
It is not that complex to integrate AI into React Native apps unless you are building your own system. Technologies like TensorFlow from Google offer you a huge pack of AI-ready codes that you can integrate into your application to enrich it with the power of AI.
Q4. What is the cost of an AI-based React Native application?
AI-based native apps are complex to build, demanding dedicated expertise in the sector. These developers are also highly certified professionals in react native applications. Generally, a React native app costs $25000 to $1,50,000 or more. But an AI-based React Native application will add another $2000-$50000 to your budget.