[Update] Top 5 Innovative AI Mobile App Development Companies

The rapid growth of artificial intelligence is opening a new era for smart mobile applications. Leading AI mobile app development companies are constantly innovating with advanced solutions that integrate machine learning and natural language processing technologies. This article highlights 5 outstanding companies in AI mobile app development that are shaping the future of mobile applications.

1. TMA Solutions

Development journey and position

Founded in 1997, TMA Solutions is one of the largest software companies in Vietnam with about 4,000 engineers working across more than 30 countries. The company has 6 offices in Vietnam and international branches in Canada, the United States, Japan, Australia and New Zealand.

For many years, TMA has been honoured by VINASA as one of Vietnam’s Top 10 IT Companies in the categories of Outsourcing, Fintech and AIoT. In 2024, the company continued to be listed among the Top 10 technology enterprises with multi-billion-VND revenue.

Core competitive advantages

TMA focuses on building a strong technology foundation and a team of experts capable of handling large projects that require deep knowledge of AI and mobile development.

• Extensive experience: A multidisciplinary engineering team with more than 28 years of experience and a deep understanding of various industries.
• AI Innovation: Establishment of AI Center and AI Agent Factory, a no-code platform that allows users to create intelligent AI agents without complex programming.
• Diverse project ecosystem: A diverse project ecosystem including logistics, retail, healthcare, manufacturing, and telecommunications.
• End-to-end delivery: The ability to deliver a complete process from research and testing to commercial operation.

Outstanding AI capabilities

TMA projects show strong technological capability in integrating AI into mobile platforms, IoT and enterprise systems, bringing real value to users. As an experienced AI mobile app development company, TMA focuses on:

• AI/ML and Data Science: Developing machine learning models, predictive analytics, natural language processing, and computer vision that can be deployed on web or mobile apps.
• Agentic AI: Building intelligent agents that understand context, learn from data, and make automatic decisions to help businesses automate processes or improve mobile user experience.
• AIoT and Computer Vision: Applied in surveillance cameras, object recognition, and operation monitoring in factories or retail stores.

Typical AI-related projects for iOS/Android

TMA projects go beyond research and are implemented in real mobile platforms, combining IoT sensors and AI data analysis to deliver clear and measurable value.

1- Remote Health Monitoring System - Healthcare app for the elderly

A solution that helps healthcare centers monitor the health of elderly patients through a mobile app.

• Tracks heart rate, blood pressure, movement, and medication compliance using IoT-connected sensors.
• Uses AI to analyse real-time data and detect early health risks.
• Sends automatic notifications to caregivers and family members through iOS and Android apps.
• Provides a centralised data management system that helps doctors and medical staff respond quickly to emergencies

>> Read more about the project HERE

2- IoT Fitness Solution - Smart fitness application for a gym chain in the United States

The solution integrates ANT+ and Bluetooth devices into a mobile application to collect and analyse workout data.

• Collects and evaluates metrics such as heart rate, calories, and intensity.
• Applies AI to generate personalised training plans and improve performance outcomes.
• Integrates CRM to manage members, schedules, KPIs, and marketing activities.
• Supports indoor and outdoor expansion through apps such as OTLive and OTF Mobile.

>> Read more about the project HERE

At present, TMA Solutions is expanding its team of AI Application Developers to build mobile applications integrated with artificial intelligence. This is a great opportunity for engineers who are passionate about AI, skilled in mobile programming, and eager to join international projects across various sectors such as healthcare, commerce, logistics, and manufacturing.

TMA Solutions leads in developing AI-integrated mobile applications across multiple industries

2. FPT Software

Development journey and position

Founded in 1999, FPT Software is a member company of FPT Corporation, one of the leading technology enterprises in Vietnam. Starting as a small software outsourcing unit, FPT Software now has more than 30,000 engineers operating in multiple countries and territories with large development centers.

Over more than two decades of growth, FPT Software has been continuously recognised by VINASA in the Top 10 Vietnam IT companies across various categories. In 2024, the company achieved over 1 billion USD in revenue, affirming its position as a global technology enterprise from Vietnam.

Core competitive advantages

FPT Software aims to become a comprehensive digital transformation partner, possessing a broad technology foundation and a multidisciplinary expert network.

• Global-scale delivery capability: A team of over 30,000 engineers capable of delivering large-scale projects in many countries.
• Industry expertise: Extensive experience in key industries such as automotive, aviation, healthcare, manufacturing and telecommunications.
• Comprehensive solution ecosystem: A diverse solution ecosystem covering software services, cloud computing, automation, data platforms and AI.
• Strong research and development focus: Strong investment in research and development, with technology centers such as FPT AI, akaBot, Cloud MSP, and akaMES supporting clients from the research phase to commercial operation.

Outstanding AI capabilities

FPT Software considers AI a strategic foundation, focusing on developing solutions that help businesses automate processes, analyse data and enhance user experience.

• AI Platform and Intelligent Inspection: Applies computer vision, sound sensors, and IoT data in the I2 Intelligent Inspection solution to automate quality inspection and production maintenance.
• AI Coding Assistant: The CodeVista platform helps developers automate coding, refactoring, and debugging, reducing software development time.
• AI/ML and Computer Vision: Integrates machine learning and computer vision to analyse data, recognise objects, and predict operations, improving accuracy in manufacturing.

Featured AI-related project for iOS/Android

Brand Loyalty Super App - an intelligent customer care application for a major Asian insurance group developed by FPT Software to digitalise the entire customer service process.

• Developed a Super App available on iOS and Android, allowing customers to access and manage all insurance services within one application.
• Integrated AI, OCR, and eKYC to automate identity verification, data extraction and document processing.
• Embedded an AI Chatbot to help customers search for information, register insurance plans and receive instant support.
• Integrated CRM to manage customer data, contracts and track service journeys in real time.

FPT Software delivers large-scale AI mobile app solutions for global enterprises

3. Appinventiv

Development journey and position

Founded in 2015 in India, Appinventiv began as a small team delivering mobile app development and digital transformation solutions for global clients.

Today, the company employs over 1,600 technology professionals serving more than 35 industries worldwide. Appinventiv has been recognised as an AI-led IT service provider and is among the fastest-growing enterprises in the Asia-Pacific region.

Core competitive advantages

• A global team of more than 1,600 technology experts capable of delivering large-scale projects across various industries.
• Provides end-to-end software development services, including mobile and web applications, as well as solutions in AI, Big Data, IoT, blockchain, and cloud computing, meeting the diverse needs of digital transformation.
• Focuses on reducing time-to-market and increasing business success through agile development and data-driven strategies.

Outstanding AI capabilities

Appinventiv considers artificial intelligence as a core enabler of digital transformation, enabling businesses to leverage data and automation in real operations. Its main strengths include:

• Machine Learning and Data Science: Developing and deploying machine learning models, using big data to predict user behaviour, automate analytics and support decision-making.
• Generative AI: Applying content generation technologies such as GPT and DALL-E to assist in creating text, images, source code and business workflows, helping enterprises accelerate content production and product innovation.
• Computer Vision: Building solutions for object detection, image processing, and behavioural analytics in industries like retail and manufacturing.
• AI Consulting and Integration: Providing end-to-end AI consulting, from strategy assessment and model development to deployment and enterprise-level operations

Featured AI-related project for iOS/Android

AI-based Banking App - a smart banking application developed by Appinventiv to automate financial services and enhance user experience.

• Developed a cross-platform mobile app (iOS and Android) integrated with AI and machine learning to support transactions, financial advisory and account management.
• Applied behavioural data analytics to personalise financial recommendations and optimise internal operations.
• Integrated a multilingual AI chatbot connected to CRM systems for 24/7 customer support and satisfaction tracking.

Appinventiv creates intelligent mobile applications powered by modern AI

4. CONTUS Tech

Development journey and position

Founded in 2008 in India, CONTUS Tech initially focused on developing mobile and web applications for local businesses. Over more than 15 years, the company has expanded globally, serving a diverse range of global clients and building a team of over 300 technology experts.

Today, CONTUS Tech is recognised as a pioneer in SaaS and digital product development. The company positions itself as a technology partner specialising in communication, streaming and enterprise connectivity solutions, aiming to drive comprehensive digital transformation for international clients.

Core competitive advantages

CONTUS Tech focuses on developing comprehensive technology products and services, delivering flexible and scalable solutions for global enterprises.

• The company owns two flagship products: MirrorFly, a real-time communication platform, and VPlayed, a cross-industry OTT and streaming solution.
• Provides end-to-end software development services, including product design, mobile and web app development, IoT, cloud-native and DevOps.
• Its microservices architecture and agile development process allow the company to meet client demands in industries such as media, finance, education, logistics and manufacturing.

Outstanding AI capabilities

With a vision to embed intelligence into every product, CONTUS Tech focuses on applying artificial intelligence to enhance automation, data insights, and user experience.

• Machine Learning and Data Science: Builds machine learning models for data analysis, behaviour prediction and operational optimisation.
• Natural Language Processing (NLP): Integrated into MirrorFly to create chatbots and voice agents capable of understanding context and responding in real time.
• Computer Vision: Develops image recognition and video analytics models for smart surveillance, quality inspection and logistics tracking.
• AI Agents and Integration: Designs and integrates AI agents that automate workflows, support customers and make data-driven decisions, with more than 15 models currently in real-world operation.

Featured AI-related project for iOS/Android

AI-powered Contact Center Solution - an artificial intelligence-based citizen support center developed by CONTUS Tech to improve public service quality and citizen experience.

• Built on an AI-driven platform that automates the process of receiving, classifying and handling citizen requests.
• Supports multichannel communication, allowing citizens to submit inquiries and track responses more conveniently.
• Integrates data analytics to evaluate performance and continuously enhance service quality.

CONTUS Tech applies AI to enhance user experience and automate interactions on mobile

5. 10 Pearls

Development journey and position

Founded in 2004 in the United States, 10 Pearls began with the mission of helping businesses build digital products and accelerate technology transformation. Today, the company has grown into a global organisation with multiple development centers in different countries.

10 Pearls is recognised as an end-to-end digital partner, accompanying businesses through the entire product lifecycle from design and development to operation and optimisation. The company has been repeatedly listed on the Inc. 5000 ranking of the fastest-growing private companies in the United States.

Core competitive advantages

To become a comprehensive digital partner, 10 Pearls builds its competitiveness on deep technological expertise, agile processes, and a globally experienced engineering team.

• Provides services in digital product design, web and mobile application development, legacy modernisation and business process digitalisation.
• Expands its technology capabilities to AI/ML, blockchain, IoT, AR/VR, and cloud computing.
• Maintains a skilled workforce through 10 Pearls University, hackathons, and regular workshops, ensuring the ability to deliver complex, multi-domain projects at high-quality standards.
• Operates with agile and data-driven development processes, helping clients shorten time-to-market and improve operational outcomes.

Outstanding AI capabilities

10 Pearls considers artificial intelligence as a central focus, applying it to automate operations, harness data, and strengthen business decision-making.

• Machine Learning and Data Science: Develops machine learning models to analyse big data, predict behaviour and enhance decision-making.
• Computer Vision: Builds image and video recognition systems for monitoring, quality inspection and behavioural analysis.
• AI Integration and Consulting: Provides consulting, design, and integration of AI models into existing business systems, ensuring scalability and long-term stability.
• Emerging Tech (Blockchain, AR/VR, IoT): Implements new technologies to support digital transformation in retail, manufacturing, logistics and customer service.

Featured AI-related solutions for iOS/Android

10 Pearls delivers AI-integrated mobile application solutions for iOS and Android, enabling businesses to apply machine learning and data analytics to enhance user experience.

• Develops AI-powered mobile apps on iOS and Android using Machine Learning, NLP, Computer Vision, and predictive analytics to personalise interactions and improve engagement.
• Machine learning models support content recommendations, behaviour analysis, and image or video recognition, operating both on-device and via cloud platforms.
• Provides comprehensive consulting and development services, including technology selection (Core ML, ML Kit, TensorFlow Lite), testing and end-to-end deployment for AI-based mobile projects.

10 Pearls develops AI mobile applications that help businesses optimise operations and enhance product value

6. Which company should you choose?

Choosing the right AI mobile app development company determines whether your application can truly deliver value and grow sustainably. Below are some key criteria you should consider:

1- Prioritise companies with a strong AI foundation

For an AI-integrated mobile application to run smoothly, you need a partner with deep knowledge of machine learning, natural language processing and user data analytics. These are essential for enabling the app to self-learn, personalise content and respond accurately to real user behaviour. Companies with proven AI experience across multiple industries can help you save significant time on testing and reduce operational costs.

2- Choose a partner with cross-platform expertise

A successful AI mobile app must be developed consistently across Android, iOS and web platforms. A partner experienced in Flutter or React Native can ensure that your app remains scalable, easy to update, and delivers a consistent user experience across all devices.

3- Look for a team with consulting and research capability

AI development is not only about coding but also about combining technical knowledge with business understanding. The suitable

 company should be able to analyse your goals, design solutions aligned with your data strategy, and possess strong R&D capabilities to fine-tune AI models so the system continues to learn and improve over time.

4- Evaluate security commitment and long-term support

AI-powered applications handle large volumes of data, including sensitive user information. Therefore, it is crucial to work with a partner that complies with ISO 27001, GDPR, or HIPAA standards and maintains clear policies for AI model updates and maintenance to ensure consistent quality and data protection.

Choose an AI mobile app development company with deep technical expertise, cross-platform capability and strong data security

TMA Solutions meets all the key criteria of a reliable AI mobile app development company. With over 28 years of experience and a dedicated AI Lab, TMA brings together a team of engineers skilled in machine learning, data analytics and cross-platform mobile development. Through a structured R&D process, strong security commitment, and flexible implementation capability, TMA helps businesses quickly turn AI concepts into real, stable and scalable products.

By partnering with TMA Solutions, businesses can confidently harness the power of AI to enhance user experience and build sustainable competitive advantages.

7. FAQs about AI mobile app development

1. How much does it cost to develop an AI-based mobile app?

The cost of developing a mobile application integrated with AI typically ranges from USD 30,000 to USD 150,000, depending on factors such as the complexity of the AI model, the number of supported platforms (iOS, Android) and integration requirements.

2. Which AI technology is best for mobile app development?

There is no single “best” AI technology for all applications - the right choice depends on your goals. ML Kit works well for Android and cross-platform apps, Core ML is optimised for iOS, while TensorFlow Lite is a flexible option for apps that require customised deep learning models.

The article above introduced 5 leading AI mobile app development companies in today’s market, each with outstanding expertise in researching, developing, and applying artificial intelligence in mobile products. Among them, TMA Solutions stands out with over 28 years of experience, a team of AI experts, and a comprehensive implementation process.

If you are looking for a reliable partner to bring your AI ideas to life, contact TMA Solutions for detailed consultation and project support.

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