of customers return to us with new projects
weeks for PoC development
of senior-level engineers
large projects successfully completed
Why Opt for Custom ML Development?
Reduced customer churn
High churn rates have detrimental effects on a company’s bottom line. With custom machine learning solutions development, identify customers at risk easily to have time for taking appropriate action to retail them.
Enhanced visual content analysis
Derive meaningful insights from graphic content with computer vision solutions. Product and quality inspection, fraud detection, and damage assessment — interpret and understand the visual world and increase your business efficiency.
Forecasting and trend identification
Demand forecasting allows increasing the stock when it’s feasible to do, planning production and inventory needs. With ML-powered trend analysis, you also keep pace with upcoming market trends and develop successful strategies to respond.
Process automation
Many businesses struggle with time-consuming and error-prone manual tasks like image classification, document processing, or data analysis. Automate your everyday repetitive actions to save time and free up the workforce to focus on more important tasks.
Better data-informed decisions
Machines process large data volumes at a more rapid pace than people do. Use machine learning algorithms to translate raw data into meaningful decisions and become a data-driven company.
Personalized customer engagement
Be able to cater to the exact needs. By analyzing real-time data, businesses can offer more personalized interactions and self-service experiences that are quicker and more convenient than traditional marketing techniques.
Discover Machine Learning Development Services
Machine Learning Consulting Services
Unlock the full potential of your corporate data with our best-in-class ML and data science consulting services. From strategy development to data assessment to model validation, monitoring, and maintenance, we offer advisory ML model development services. Our team of AWS-certified engineers ensures fast and reliable results, with PoC delivery in just 6–8 weeks.
Natural Language Processing
Extract meaning from the human language. Our expertise ranges from sentiment analysis to named entity recognition, text classification and summarization, allowing us to provide an objective analysis of user intents or create natural interactions with customers. In one project, Intelliarts built an LLM chatbot that helped reduce information retrieval time from hours to minutes.
Computer Vision
Under our guidance, build custom intelligent systems that understand the visual world. As a machine learning development company, Intelliarts dealt with image classification, object detection, instance segmentation, and facial recognition. Use ML algorithms to capture and generate insights from image and video content.
Predictive Analytics
Seek patterns in historical data to uncover risks and open growth opportunities. Having expertise in regression and classification analysis, sequence prediction, and time series forecasting, our team can help you take advantage of future trends based on patterns in past data. Our predictive real estate ML model processed 8TB of data and increased client revenue by $5M per quarter.
Intelligent Forecasting and Asset Management
Improve the accuracy and timeliness of your forecasting and planning activities. Armed with time series forecasting, our data science specialists can help you with better resource utilization and predictive maintenance. With anomaly detection, we also enable businesses to take a glimpse into the future of IoT data.
Machine Learning Excellence
Get more value from your intelligent solutions. We can support you with data processing and cleaning; feature engineering and selection; and data augmentation services. Intelliarts also builds end-to-end data pipelines, helping choose cloud machine learning platforms for data warehousing and storage. With 40% of senior-level engineers and a 5 year median employee tenure, we ensure stable, high-quality delivery.
Unlocking Industry Potential with Custom ML Solutions
See Success Stories of Our Partners
What Our Clients Say
Intelliarts’ work is amazing. Thanks to their help, we’ve been able to process hundreds of terabytes of data per day. We’ve definitely seen an increase in our revenue since we started working with them.
Jawad Laraqui
CEO @DDMR
Intelliarts developed an AI agent to streamline their traditional audit process conducted for Valency’s clients. We:
- Applied prompt engineering and fine-tuned LLMs
- Structured expert assessments into clear, easy-to-digest insights
- Reduced processing time from 5 minutes to a few seconds per query
- Used industry-specific tone and terminology for better quality
They treat everyone with respect and instill the sense of ownership into their developers, which is the quality we value the most in our internal and external developers.
Eleonora Ludin
Director of Engineering @HubSpot
Under the guidance of Intelliarts specialists, the company successfully implemented a translation portal, which:
- Helped to reduce the time spent on one translation from 5-20 minutes to a few seconds
- Added an ability to keep track of the translation status
- Made it possible to translate many documents in parallel
Overall, we’re comfortable with Intelliarts. We know that whatever they work on will be high value, which matters most.
Frank Miller
President @Ryffine
Intelliarts performed detailed data analysis to help an EV charging company to:
- Reduce downtimes and maintain their stations in top condition
- Provide deep insights into the equipment behaviors of EV chargers
- Recommend on data quality and quantity improvements
- Prepare data for building a predictive maintenance solution
Why Choose Intelliarts for Machine Learning Projects?
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Strong ML and data engineering expertise
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Full-cycle custom machine learning app development services
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Domain expertise
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Dedicated data science consulting team
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Focus on results
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Robust processes plus flexible environment
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Strategic integration with emerging tech
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Support and maintenance
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Awards and recognitions
Certified and well-versed in machine learning, our data scientists work with traditional ML algorithms as well as deliver deep learning services. Our team includes AWS-certified machine learning engineers, and 20% of them have over 10 years of experience — ready to bring even your most complex ideas to life.
Looking for one vendor to cover your every need? As a custom machine learning solutions provider, we build efficient ML models but can also develop and deploy a full-scale software solution around them. On average, our customer partnerships last over 4 years, and some even longer, with our longest customer relationship reaching 15 years.
Having completed a range of projects in manufacturing, insurance, marketing, and others, we’re aware of specific challenges in these industries and can advise companies on the best approaches to data engineering and machine learning across domains.
We assign a separate dedicated team of ML specialists to your project to deliver quality, unique, and customized solutions. Our consultants range from data scientists to business intelligence experts to ML developers.
It’s important for us that our custom machine learning solutions bring value to your business. We’re not focused on modeling only. Our solutions are well-automated, easily deployed, integrated, and managed. And we do our best to deliver positive ROI for our customers. In one case study, we helped the customer reach revenue of $5-7 million per quarter.
As an ML development company, we use CRISP-DM methodology. This is an industry-standard iterative approach that drives us through all the questions and obstacles to quality ML solutions. Plus, our team stays flexible enough to adapt quickly to sudden changes.
PyTorch
Pandas
Numpy
OpenAI
OpenCV
Python
XGBoost
Neptune AI
Hugging Face
Scikit-learn
SciPy
Evidently
Focused on business outcomes, we’re ready to provide post-implementation support if needed. Our specialists can tune or retrain the custom ML model in case of data shifts or performance drops. We can also build data visualization dashboards and reports for tracking key data metrics.
Top Machine Learning Company in Ukraine 2025 by Clutch
Top BI and Big Data Company in Ukraine 2025 by Clutch
Top AI Consulting Company 2025 by Vendorland
Top Big Data Analytics Company by GoodFirms
Top Generative AI Development Company by Selected Firms
Top AI Development Company 2024 by Tech Reviewer
Top Big Data Analytics Company in Ukraine by Designrush
Top IT Consulting Company by AppFutura
PyTorch
Pandas
Numpy
OpenAI
OpenCV
Python
XGBoost
Neptune AI
Hugging Face
Scikit-learn
SciPy
Evidently
Top Machine Learning Company in Ukraine 2025 by Clutch
Top BI and Big Data Company in Ukraine 2025 by Clutch
Top AI Consulting Company 2025 by Vendorland
Top Big Data Analytics Company by GoodFirms
Top Generative AI Development Company by Selected Firms
Top AI Development Company 2024 by Tech Reviewer
Top Big Data Analytics Company in Ukraine by Designrush
Top IT Consulting Company by AppFutura
Custom Machine Learning Solutions Development Pipeline
Contact Us
Do you plan to kick off a machine learning project? Would you like to know whether your existing ML solution could show better results?
As a machine learning consulting company with experienced ML developers, Intelliarts is ready to help your team and build predictive modeling tools. Let’s create smarter workflows together.
FAQ
How do you ensure the quality and accuracy of your custom machine learning development services?
Quality and accuracy are a top priority for Intelliarts. Our data scientists harbor in-depth knowledge in specific areas like data science, neural networks, or MLOps and know many ways to improve the accuracy of ML models. Among other things, we can fill in the missing data gaps, detect anomalies, remove duplicates, test multiple algorithms, and fine-tune the model performance. Our models have achieved over 90% accuracy and reduced manual effort by hours per task in real-world projects.
How can custom ML development services benefit my business?
Some widespread business results of ML applications include optimized process operations, smart decision-making, enhanced analytics, and improved performance.
How long does it typically take to complete a machine learning project?
The duration of ML projects varies a lot, depending on the size, complexity, and budget. On average, they take a few months, and we’re often able to deliver a functional PoC in just 6–8 weeks. Also, we have many examples when our ML projects smoothly transformed into custom software development and lasted for years.
![Machine Failure Prediction using Machine Learning [Case Study]](https://intelliarts.com/wp-content/uploads/2022/01/65e54c_c46767a478d0431c9582d190482327e3mv2.webp)
