AI software development services & solutions we build

AI software development services & solutions we build

Our AI software development expertise

We build diverse AI solutions, from autonomous AI agents to advanced analytics systems and intelligent RPA bots, to help organizations automate complex workflows, enhance decision-making, and deliver more relevant digital experiences.

AI agents

Our team develops agentic AI solutions that can plan and execute complex, multi-step workflows across different enterprise systems. By requiring minimal human intervention, these agents significantly reduce manual workload and accelerate business processes.

Recommendation engines

Our team develops powerful engines providing users with tailored product, service, or content suggestions based on user behavior and personal information to help customers find the right product faster, ensure a highly personalized customer experience, and drive sales.

Chatbots & AI assistants

Our specialists create conversational AI tools for employee or customer support that provide users with relevant responses in natural language and assist them in a wide range of tasks 24/7, ensuring more convenient user experiences while mitigating operational costs.

Computer vision systems

We develop AI solutions that capture and interpret visual inputs from multimedia content or real-world scenarios to trigger certain actions for process automation and gather valuable data for better decision-making.

Natural language processing software

We build software applications with NLP capabilities to analyze and interpret textual or audio data, replicate human communication for seamless user interactions, and generate, summarize, or translate content in real time.

Generative AI solutions

We build generative AI (GenAI) solutions using large language models (LLMs) like GPT and Llama, allowing businesses to automate the generation of text, code, and visual content and effectively eliminating time-consuming manual tasks for employees.

Analytics solutions

We create AI-powered data analytics software, including predictive analytics apps, that help stakeholders shed light on their performance, current business trends and scenarios, or future outcomes based on historical and real-time data streams for more informed decision-making and problem-solving.

Intelligent RPA bots

Our developers build robotic process automation solutions augmented with artificial intelligence and machine learning models, enabling businesses to automate more complex tasks.

Our AI software development lifecycle

We structure our AI software development lifecycle (SDLC) around your needs, covering business analysis, data audit, and solution design, development, rollout, and support.

1

Business analysis

Objectives & KPIs elicitation

Analysis of corporate workflows and tech environment

Outline of the software’s functional and non-functional requirements

2

Data audit

Exploratory analysis of available data sources

Data quality and data structure assessment

Data management strategy development

3

Solution design & implementation planning

AI software architecture design

AI system integration planning

Tech stack selection, including custom or pre-trained AI models

Project planning, including scope, timeline, deliverables, and budget definition

4

Development

Training data preprocessing (cleansing, annotation, transformation, etc.)

AI model training and quality assessment

Solution development, including on-demand MVP delivery, and integration with existing systems

End-to-end quality assurance

5

Pilot optimization & solution rollout

Solution deployment to production and providing limited access to a pilot group of users

User feedback collection and solution improvement based on it

Making the solution available for all users

6

Support & maintenance

Solution performance and model drift monitoring

End-user feedback collection, analysis, and incorporation

Technology updates

AI capabilities for different industries & use cases

With experience in 20+ sectors, we tailor AI-powered software to industry-specific needs and business use cases, from processing continuous streams of transactions to detecting subtle defect or machine failure signals.

Healthcare

We develop AI platforms for healthcare designed to improve clinical outcomes and administrative efficiency. Our healthcare AI solutions facilitate treatment plan personalization, automate care administration, and deliver data-driven insights for improved clinical decision-making. Itransition also delivers AI software for radiology, behavioral health, and other specific healthcare use cases.

Healthcare

We deliver AI and ML software for banks and other financial services providers to help them optimize investments while mitigating business risk. Our AI solutions can be applied to a wide range of use cases, from stock price prediction and wealth management to financial fraud detection and underwriter’s decision-making support.

Fintech

Retail

We equip brick-and-mortar retail and ecommerce businesses with AI and ML solutions to automate operational processes, offer personalized shopping experiences, prevent stock-outs or overstock, and drive sales. For example, we implement product recommendation engines, solutions for dynamic product pricing, virtual shopping assistants, inventory management automation solutions, and others.

Retail

Real estate

Our team delivers software products equipped with AI and machine learning algorithms to help real estate companies identify the best investment opportunities, quickly connect owners and buyers, and manage properties more effectively. Enhanced with AI, our solutions automate property appraisal, document flow, and tenant screening, as well as facilitate customer segmentation for targeted property ads.

Real estate

Our AI and ML solutions help manufacturers deliver better products and maximize production efficiency and continuity. They cover use cases, such as real-time equipment monitoring and predictive maintenance to prevent downtime, generative product design, demand forecasting for production planning, and defect detection for product quality control. We also deploy AI agents that handle time-consuming operational tasks, improving overall factory floor efficiency.

Manufacturing

We develop AI and ML solutions that enable transportation and logistics companies to streamline operations across the supply chain and ensure on-time deliveries. Among the use cases that our AI solutions support are CO2 emission analysis, dynamic route optimization, transport document flow automation, and vehicle predictive maintenance.

Transportation & logistics

Our specialists build software solutions that deliver personalized learning experiences, help students improve their academic outcomes, and handle teachers’ administrative tasks. For example, we implement learning assistants, learning path personalization solutions, student assignment review tools, and virtual assistants for students with special needs.

Education

Software & hi-tech

We deliver AI coding tools and other solutions to help software engineers speed up system design and development and ensure top codebase quality while improving the developer experience. We engineer AI coding assistants for code generation and completion, tools for detecting security vulnerabilities, as well as solutions for code review, debugging, and change impact prediction.

Software & hi-tech

Our AI-powered solutions help architects streamline building design, automate project documentation processing and drafting, and ensure informed construction planning to adhere to estimated budgets. Thanks to AI, companies can generate multiple design variations in line with specified parameters, analyze construction sites, simulate building performance under various scenarios, and estimate project costs and risks.

Architecture

Our specialists develop AI-powered solutions to help sports organizations streamline talent scouting and training, prevent athlete injuries, and create more effective game strategies. As part of our services, we deliver computer vision and automated tracking systems that enable fairer referee decisions, as well as generative AI solutions for multilingual employee support and fan engagement.

Sports

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About Itransition

Providing IT services since 1998

5+ years of experience in AI development

In-house AI/ML Center of Excellence

Strategic partnerships with Microsoft and AWS

Holding an AI Platform on Microsoft Azure specialization

Established DevOps practices

Quality and information security management compliant with ISO 9001 and ISO 27001

Clients ranging from startups to Fortune 500 companies

Awards and recognition from Deloitte, Gartner, Forrester, and Everest Group

4.9 overall review rating on Clutch

Delivering solutions adhering to GDPR, HIPAA, PCI DSS, and other data management standards and regulations

Multiple engagement models: full project outsourcing, dedicated teams, and staff augmentation

Client spotlight

We’ve helped dozens of companies implement AI-powered solutions that support data analysis, predictive modeling, content personalization, and defect detection, leading to better business outcomes and facilitating effective digital transformation.

100%

product inspection

2.6 p.p.

improvement in early-stage defect detection
AI solution for medical packaging defect detection

We developed an AI-powered solution that can analyze production line images and pinpoint defects in medical packaging coating, such as coating gaps and insufficient coating thickness. By automating the product inspection process, the solution helped the manufacturer achieve complete inspection coverage and gain two major clients.

75%

of physicians reported improved medical history quality

60%

of patients noted more engaging consultations
AI solution for clinical encounter documentation automation

Our team created an AI-powered voice-enabled add-on for Microsoft Cloud for Healthcare. It analyzes doctor-patient conversations during Microsoft Teams consultations and transforms them into structured SOAP (Subjective, Objective, Assessment, and Plan) notes. The add-on automates clinical documentation, improving clinicians’ operational efficiency and patient experience, while saving six minutes per patient interaction.

50%

increase in image processing speed

Streamlined

solution management
ML-enabled brand analytics solution

We provided an event sponsorship valuation company with a brand recognition solution that identifies logos in sports-related pictures and generates reports detailing logo size, quantity, and location. This helps sporting event organizers and marketing agencies analyze brand performance to fine-tune their advertising campaigns.

8%

better visitors-to-buyers conversion rate

15%

higher volume of the collected user data
AI-based fashion retail platform

We developed an ecommerce-specific BI platform featuring near-real-time data collection and analysis capabilities, custom dashboards, and a recommender system that provides customers with personalized suggestions based on past purchases and other metrics. The solution leverages computer vision to detect key product attributes, look for similar items, and make more relevant recommendations for maximum conversion.

7 p.p

product return rate decrease

80%

quality control process efficiency achieved
AI consulting for plywood defect detection & grading

Our team supported a US-based manufacturer of hardwood veneers and plywood panels in transforming its manual quality control processes with a computer vision solution, helping the customer with solution conceptualization, data preparation, development, testing, and rollout.

Looking for a reliable artificial intelligence company to develop an AI solution?

Turn to Itransition

What our clients say

Overall, the enhanced quality of our product brought by Itransition resulted in increased client satisfaction. In conclusion, we are very grateful to Itransition for their contributions. We highly recommend their services to software product vendors in need of AI-related innovation and process consultancy. They offer a unique blend of expertise and experience, delivering innovative software solutions while speeding up time to market & optimizing ROl cycles.

Jim Roundtree

CFO, AiBUY

We were able to leverage the knowledgeable staff at Itransition through both proof of concept and initial product creation to create a product that would move us into the next version of our software quickly and efficiently. Itransition was able to quickly and easily capture our requirements and create a solution that worked for us. I would absolutely recommend their services. We had great success with both our PoC projects as well as our initial implementation projects.

Jon Burkhart

Vice President of IT, Digitech Computer LLC

Over the course of our collaboration with Itransition, we were consistently impressed with both skill and dedication their team employed to fulfil our business needs. Itransition's involvement extended beyond the technical realisation of the project, they acted as consultants, continuously helping us hone the project vision and suggesting approaches that would be best suited for the intricacies of our business. With confidence, we recommend Itransition as an expert solution provider, underscoring their AI/ML competencies alongside their capability to consult on solutions tailored for the sports and entertainment business domains.

Dr Sarah Melville

Media Director, YouGov Sport

More services from Itransition

We provide expertise across machine learning, data science, data engineering, and big data analytics to help companies build AI systems that accurately ingest, process, and interpret data of different types and complexity.

Data engineering

Data engineering

Our data engineers specialize in building robust data infrastructures and data pipelines. We ensure your data is prepared and stored correctly to enable AI models to identify patterns, detect anomalies, and provide actionable business intelligence.

Machine learning

Our machine learning engineers build systems powered by algorithms that learn autonomously and perform complex tasks, ensuring advanced analytics and automation functionality.

Big data

We create data visualization, analytics, and governance solutions designed for on-demand scalability that effectively handle large volumes of structured and unstructured data and extract valuable knowledge from them.

Data science

Our data scientists apply advanced statistical and mathematical methods to help you uncover actionable insights hidden in corporate data and use it to build machine learning models.

Our AI development tools

At Itransition, we build AI systems using market-leading programming languages, deep learning frameworks, generative AI platforms, NLP, computer vision, and data mining technologies, as well as cloud systems from Microsoft Azure and AWS.

Programming languages
Python

R

SQL

C++ JavaScript
Deep learning frameworks

TensorFlow

PyTorch

Transformers

Generative AI SaaS

Azure OpenAI

Amazon Bedrock (Anthropic Claude, Meta Llama, Mistral, Cohere, Amazon Titan)

Stability AI

NVIDIA Avatar Cloud Engine

Midjourney

DALL-E

NLP technologies

LLM: Falcon, Llama, Hermes, GPT-4-class

NLTK/SpaCy

BERT/RoBERTa

Transformers

Torchtext

KerasNLP

Langchain

LangGraph

Computer vision technologies

Stable Diffusion XL

OpenCV/PIL

Ultralitics

YOLOX

Transformers

Torchvision

KerasCV

Data mining technologies

NumPy

Pandas

Scikit-Learn

Catboost/XGBoost/LightGBM

ARIMA/SARIMA

Facebook Prophet

LSTM

Cloud providers
AWS Microsoft Azure

Google Cloud Platform

Hugging Face

Working environment

SageMaker

VertexAI

Azure Machine Learning

Jupyter Notebook

MLflow

Weights & Biases

Visualization & presentation tools

Streamlit

Gradio

Matplotlib

Seaborn

Plotly

FAQs

A seasoned app and web development company, Itransition provides a full scope of AI and ML services, from AI consulting services to ML model development and training, AI app development, and AI software support to ensure seamless AI integration into business systems and workflows.
Our consulting experts help companies assess their AI readiness, develop an AI strategy aligned with their business goals, and create prototypes and proof-of-concept (PoC) solutions to validate the feasibility of AI implementation.As part of our AI development services, we implement off-the-shelf and custom AI solutions, integrating them with the client’s software ecosystems using pre-built APIs or creating custom connectors. We deliver web apps and mobile applications for iOS and Android, equipped with AI features and essential data encryption and user authentication mechanisms.

Besides product development, our AI experts also perform the adaptation of existing AI-powered apps and systems to companies’ evolving business needs and validate the accuracy of the underlying neural network’s outputs. Last but not least, we adhere to responsible AI principles in all our projects, ensuring AI models’ fairness and explainability.

Typical investments for AI application development range from $10,000 for basic pilot tools to over $350,000 for complex enterprise AI solutions. Costs depend on AI model accuracy requirements, data management efforts, hosting infrastructure expenses, and whether you use pre-trained or custom-built models.

Our AI consultants can provide a more accurate estimate based on your specific business needs and suggest different options to optimize your budget, such as using suitable open-source tools for your tech stack.

Depending on the complexity, scope, and number of coding tasks within your AI initiative, project teams include AI engineers, AI analysts, product managers, MLOps specialists, project managers, web and mobile app development engineers, data engineers, UX/UI designers, front-end and back-end programmers, and QA engineers.

Recent advancements in AI, like coding agents, help software engineers streamline custom software development workflows and improve code quality, and ultimately the quality of the final product. With leading AI software development companies like Google DeepMind delivering useful tools like Github Copilot, Gemini, Cursor, ChatGPT, Claude Code, Perplexity, and similar AI-powered IDE assistants, developers can write code faster through suggestion of code snippets and prediction and autocompletion of the next lines of code. Beyond that, AI-powered tools assist in creating test cases and running automated tests, suggest code fragments for refactoring, and help identify performance issues and structural bottlenecks in the codebase. With the abovementioned tools in place, teams can significantly increase their productivity through AI-assisted coding and focus on more complex and creative tasks rather than writing routine boilerplate code.

Selecting the right AI development partner, be it an AI agent development company or a business implementing data analytics software, requires assessing their project portfolio, partnerships and certifications, engagement and pricing options, and customer feedback. Make sure they have proven experience in AI development for companies of your size and operating in your industry. Depending on your use case, you may also need a partner with hands-on experience in blockchain or LLM integration, deploying Retrieval Augmented Generation (RAG) systems, prompt engineering, or implementing complex design patterns. To facilitate secure and rapid software delivery, check whether they adhere to cybersecurity regulations and best practices and set up CI/CD pipelines to automate software development processes.