AI app development services AI app development services

AI app development services

Is your AI a cost center or a competitive edge? Our AI app development services deliver secure, scalable applications that transform your operations and customer experience.
AI app development services

AI application development services that realize your vision

Executives no longer ask whether AI can create value—they ask how quickly it can be operationalized, scaled, and secured. At ITRex, we design and build enterprise artificial intelligence app solutions that move beyond pilots and proofs of concept to deliver measurable business impact. Here is what our AI developers can build for you:
Recommendation systems

Profile your users intelligently by incorporating a recommendation system into your artificial intelligence app, which learns from user behavior in the past to predict their current preferences.

  • Enhance customer experience through more relevant suggestions
  • Push your cross-selling and upselling efforts to the next level
  • Increase recommendation accuracy
Conversational AI

As an AI voice assistant app development company, we design and integrate chat and voice applications that deliver human-like conversations. Whether you need a customer support bot, a fitness assistant, or a healthcare companion, we deliver enterprise-ready solutions.

  • Boost engagement by recognizing intent and tone
  • Improve customer support, sales, and marketing while cutting costs
  • Automate internal processes like HR activities
  • Provide AI-powered, individually tailored products and services
Agentic AI

Go beyond traditional chatbots with autonomous AI agents that can reason, plan, and take action across enterprise systems. These agents don’t just answer questions—they orchestrate workflows, interact with data, and execute tasks with minimal human intervention.

  • Automate multi-step workflows such as claims processing and compliance reporting
  • Integrate securely with APIs and enterprise applications to execute real-world tasks
  • Continuously learn from interactions to improve efficiency, accuracy, and decision quality over time
Personalization engines

Create extremely impactful communication with your customers. We create AI mobile apps that track user behavior to deliver unique experiences and optimize your offering.

  • Capture customers’ interest with accurately targeted campaigns
  • Adapt product descriptions
  • Recognize customers immediately on any channel
  • Deliver personalized products and services across industries, be it healthcare or education
Computer vision solutions

Tap into rapidly evolving computer vision technology with our artificial intelligence app development services to extract knowledge in real time from images and videos.

  • Cut down on staffing costs through process automation
  • Transform retail (automatic checkouts, in-store navigation, contactless delivery, etc.)
  • Personalize user experience in education, fitness, and other industries
  • Make more accurate diagnoses through medical image analysis
Predictive engines

We specialize in predictive analytics app development with AI to help enterprises uncover data patterns, anticipate trends, and predict customer behavior. Our advanced ML solutions empower businesses to act proactively and make smarter, faster decisions.

  • Retain users by analyzing their interactions with your app
  • Deliver personalized marketing
  • Offer better treatments to patients
  • Improve supply chain management or make public transport smarter
Emotion recognition

Understand your customers precisely with cutting-edge AI-enabled emotion recognition capabilities. As part of our AI app development services, we combine AI with the science of psychology to deliver powerful emotion-detecting apps for sentiment analysis and more.

  • Extract emotions from text using NLP and ML
  • Empower your call centers with customer speech analysis
  • Understand how users react to your content
  • Detect emotions in patients to respond appropriately
Artificial intelligence of things (AIoT)

Leverage our IoT expertise to build a next-generation AI app working in tandem with connected devices. Through adoption of AIoT, we enable companies to transform entire industries, from manufacturing to healthcare.

  • Drive data analysis of your smart sensors
  • Prolong equipment life through predictive maintenance
  • Track and forecast in-store customer behavior
  • Replenish stock automatically

What sets our AI development services apart?

Most AI projects fail. Ours are built to deliver ROI. As an AI app development company with over a decade of experience, we know that building AI solutions isn’t enough—they must be accurate, scalable, secure, and enterprise-ready. Our core AI capabilities include:
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Generative AI integration

We embed large language models and multimodal AI into enterprise applications, tailoring them to your data and workflows. This allows employees to retrieve institutional knowledge instantly, generate compliant business content, automate routine analysis, and more.

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RAG for accuracy & compliance

Our AI app development services incorporate retrieval-augmented generation (RAG) to anchor model outputs in trusted enterprise data. This approach reduces hallucinations, strengthens compliance, and protects intellectual property.

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Scalable MLOps

As a custom AI application development company, we don’t just build apps—we operationalize them. Our MLOps pipelines automate model training, deployment, and monitoring, ensuring your AI applications remain accurate, efficient, and cost-effective at scale.

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Data security and governance

As an AI app development company working with regulated industries, we prioritize security and compliance from day one. Our data platform consultants align all our solutions with GDPR, HIPAA, and industry-specific standards, with explainability and auditability built in.

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Edge AI capabilities

For industries where latency and uptime matter most, we deliver AI applications that run on the edge. From manufacturing floors to healthcare environments, our edge-ready solutions provide intelligence exactly where it’s needed.

Human-centered AI design

We ensure every AI application is built with usability, adoption, and trust in mind. By combining AI app development services with user experience, we create solutions that fit seamlessly into existing workflows and drive measurable adoption across the enterprise.

360-degree AI expertise

Since 2009, ITRex has been helping enterprises turn AI into measurable business value. Through our AI app development services, we bring end-to-end expertise across the full AI stack—from classical machine learning to cutting-edge generative AI—ensuring solutions that are both innovative and production-ready.

Machine Learning

Providing machine learning app development services to build predictive systems that enable data-driven decision-making and personalization.

Deep learning

Solving complex tasks with a brain-like structure of algorithms for versatile applications, from virtual assistants and visual recognition to fraud detection, deep video analysis, and more.

Computer Vision

Cracking any computer vision challenge, be it image processing, object recognition, live video analysis, pose estimation, biometric authentication, or other.

NLP

Delivering natural language processing app development agency expertise, we build real-time speech recognition and conversational AI solutions that transform user experience and cut staffing costs.

Generative AI & LLMs

Harnessing foundation models to enable new classes of applications—from RAG-powered enterprise knowledge assistants to automated content creation, product design, and agentic AI that execute tasks across business systems.

How does ITRex approach AI app development?

Driving real business impact with AI demands a structured, reliable approach from vision to deployment. Our end-to-end AI app development services guide you through every stage, ensuring solutions that are scalable, compliant, and built to deliver measurable ROI.
1. Discovery & strategy alignment 4. Prototyping & validation 7. Testing & compliance We help define your business objectives, success metrics, and ROI expectations. Our team audits existing data assets and technology stack to ensure feasibility and alignment with enterprise priorities. We will also conduct AI readiness assessment, if needed. Our team builds rapid prototypes to test concepts, validates technical feasibility, and collects stakeholder feedback. We use controlled pilots to confirm business impact before scaling. Our QA engineers perform functional, security, and compliance testing. Validate accuracy, fairness, explainability, and performance against business KPIs.
2. Data assessment & preparation 5. Model development & training 8. Deployment & scaling We collect, clean, and structure data sources. Our data strategy consultants will help you establish governance, compliance, and security protocols to ensure AI solutions meet regulatory and enterprise standards. Our developers build and train AI models tailored to your use case. We apply MLOps practices for reproducibility, monitoring, and long-term efficiency. We move applications from pilot to enterprise production with minimal disruption. Our team ensures seamless deployment across cloud, on-premises, or edge environments, while detecting model drifts and other disruptions
3. Solution design & architecture 6. Application development & integration 9. Continuous improvement & support Our experts select the right AI techniques (ML, NLP, computer vision, generative AI, RAG, agentic AI) and design scalable system architecture that integrates seamlessly with existing enterprise systems. Our experts transform models into enterprise-grade AI applications. We integrate the new AI app with CRMs, ERPs, IoT systems, or other enterprise platforms to create real operational value. ITRex provides AI app maintenance and support services to ensure your applications evolve with changing data, regulations, and business needs. Our ongoing monitoring, retraining, and feature enhancements keep your AI solutions reliable over time.

The tech behind our AI app development services

Programming languages Python, TypeScript, JavaScript, Java, R
Machine learning frameworks TensorFlow, PyTorch, Keras, Scikit-learn, Hugging Face
Mobile development Swift, Kotlin, Flutter, React Native, Xamarin
Mobile AI integration Core ML, TensorFlow Lite, PyTorch Mobile, ML Kit
NLP & conversational AI SpaCy, Rasa, Haystack
Generative AI models OpenAI models, Anthropic models, DeepSeek, Gemini, Grok, DALL·E, Stable Diffusion, Whisper AI, PaLM, Microsoft Phi
MLOps Mlflow, Kubeflow, FastAPI, Ray
Databases PostgreSQL, MongoDB, Neo4j, Redis, Elasticsearch
Cloud & infrastructure AWS, Google Cloud AI, Azure AI, Kubernetes, Docker

What makes ITRex the right AI app development company?

Top-notch team. Our AI app development services are powered by our extensive skillset in big data solutions, data analytics, and computer vision to help you achieve something very impressive using the latest AI advances.
Cross-industry expertise. We’ve delivered AI app development services across healthcare, retail, manufacturing, finance, and beyond. This breadth allows us to transfer proven solutions across industries while accelerating time-to-value.
Full-cycle support. Our AI app development services cover everything from ideation to validation, implementation, post-deployment support, and strategy, making us a one-stop shop for all of your AI app needs, regardless of industry.
Innovative ideas. We are innovators at heart. At our R&D lab, we research new AI concepts and experiment with the latest tech. Using our insights, we build and validate prototypes to bring game-changing innovations to the market.

FAQs about ITRex AI app development services

How much does AI app development cost?

Your AI app development cost estimation would depend on multiple factors, including the type of software, the complexity of intelligence, the amount and quality of data to be ingested, the features and functionality to be added, and others. Roughly, the prices of AI apps typically start from $20,000 and reach $150,000 and more. If you want to get an exact estimate for your project, drop us a line.

How can I discuss my AI app idea with you?

You can schedule a call with our AI consultants whenever it is convenient for you or contact as via the form. We can also meet for a coffee. Contact us and one of our executives will arrange the meeting.

What is your tech stack for AI app development?

Our engineers leverage leading AI tools to provide top-notch AI app development services for your business. These include Theano, Caffe, Gensim, spaCy, Scikit Learn, AWS Machine Learning, Azure Machine Learning, Scala, IMB Watson, TensorFlow, AI-One, Deeplearning4J, Apache Spark, Keras, Apache Mahout, Tamr, Conversica, Amazon Rekognition, and others.

What is AI app development?

AI app development is the process of building applications that leverage machine learning, natural language processing, computer vision, or generative AI to perform tasks that traditionally require human intelligence. Unlike traditional software, AI apps continuously learn and adapt, delivering smarter experiences and business outcomes over time.

What are the benefits of integrating AI into mobile apps?

Integrating AI into mobile apps enables personalization, predictive analytics, and automation. For end users, this means more relevant recommendations, conversational interfaces, and seamless interactions. For businesses, it translates into higher engagement, improved efficiency, and new revenue streams.

Which industries benefit most from AI app development?

Our AI app development services drive impact across multiple industries. Healthcare uses AI for diagnostics and patient monitoring, retail for personalized shopping and inventory management, manufacturing for predictive maintenance, and finance for fraud detection and risk modeling. Any industry with data-driven processes can benefit significantly.

What challenges are involved in AI app development?

Common challenges include ensuring data quality, meeting regulatory compliance, and scaling models reliably in production. Choosing an experienced AI app development company mitigates these risks through proven processes in data governance, MLOps, and secure deployment.

Can AI be integrated into existing applications?

Yes. As an AI-powered mobile app development agency, we frequently integrate AI capabilities into existing enterprise and consumer apps. This approach reduces development time and cost while modernizing legacy systems with features like chatbots, personalization engines, or predictive analytics.

Is AI app development suitable for small businesses?

Yes. While enterprise adoption is widespread, small businesses can also benefit from AI applications in areas like customer support automation, personalized marketing, and demand forecasting. Cloud-based AI services make entry more affordable and scalable.