Custom Machine Learning Solutions

Time to predict trends and transform data into future insights. Intelliarts offers custom machine learning solutions development to help you leverage sophisticated ML software and leave the competition behind. Talk to us

Why Choose Custom ML Solutions?

Make machine learning a central part of your operations to benefit from:
Reduced customer churn

High churn rates have detrimental effects on a company’s bottom line. With custom machine learning solutions, 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 Our Expertise in Machine Learning

Machine Learning Consulting Services

Unlock the potential of your corporate data with our best-in-class ML and data science consulting services and unique expertise in machine learning development. From strategy development to data assessment to model validation, monitoring, and maintenance, our leading ML development company can advise on creating sophisticated ML solutions and optimizing business processes.

Natural Language Processing

Extract meaning from the human language with NLP. Our expertise ranges from sentiment analysis to named entity recognition, text classification and summarization, allowing us to provide a more objective analysis of user intents. Intelliarts helps you create natural interactions with customers and tailor marketing campaigns that put your customer’s needs first.

Computer Vision

Under our guidance, build intelligent systems that understand the visual world. Intelliarts completed a range of projects in 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. Often paired with data science and big data, predictive analytics enables businesses to take advantage of future trends based on patterns in past data. Having expertise in regression and classification analysis, sequence prediction, and time series forecasting, our team can build powerful predictive analytics solutions for you.

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

Achieve ML excellence to get more value from your intelligent solutions. We will support your company with data processing and cleaning for quality decision-making; feature engineering and selection; and data augmentation services. Intelliarts also builds end-to-end data pipelines, helps you choose cloud machine learning platforms for data warehousing and storage solutions, and more.

Unlocking Industry Potential with Machine Learning
Manufacturing
We help manufacturers build ML-driven solutions for condition monitoring, predictive maintenance, and demand forecasting. Our expertise also extends to quality assurance, timely detection of facility issues, and creating smart recommendation systems.
Learn more
Insurance
Intelliarts delivers comprehensive ML solutions across the entire insurance value chain, from lead scoring and sales process optimization to demand prediction and fraud detection. We also help with price optimization, churn prediction, and others.
Learn more
Renewable Energy
Leveraging our extensive expertise in e-mobility, we create custom EV charging management and EV fleet management software. We also address predictive maintenance, smart grid solutions, energy demand forecasting and usage monitoring.
Learn more
Digital Marketing
In digital marketing, we create custom ML-powered solutions, including AI chatbots, CRM platforms, and marketing analytics systems. Our expertise in Gen AI enables us to enhance content creation and perform sentiment analysis.
Learn more
Agriculture
We offer tailored software solutions for the agriculture sector, focusing on precision farming, crop monitoring, and farm management systems. Our innovative approaches help farmers maximize yields and streamline operations.
Others
Whether you're in healthcare, finance, logistics, or any other field, we’re here to provide custom machine learning development tailored to your specific needs.
Unlocking Industry Potential with Machine Learning
Manufacturing
Manufacturing
We help manufacturers build ML-driven solutions for condition monitoring, predictive maintenance, and demand forecasting. Our expertise also extends to quality assurance, timely detection of facility issues, and creating smart recommendation systems. Learn more
Insurance
Insurance
Intelliarts delivers comprehensive ML solutions across the entire insurance value chain, from lead scoring and sales process optimization to demand prediction and fraud detection. We also help with price optimization, churn prediction, and others. Learn more
Renewable Energy
Renewable Energy
Leveraging our extensive expertise in e-mobility, we create custom EV charging management and EV fleet management software. We also address predictive maintenance, smart grid solutions, energy demand forecasting and usage monitoring. Learn more
Digital Marketing
Digital Marketing
In digital marketing, we create custom ML-powered solutions, including AI chatbots, CRM platforms, and marketing analytics systems. Our expertise in Gen AI enables us to enhance content creation and perform sentiment analysis. Learn more
Agriculture
Agriculture
We offer tailored software solutions for the agriculture sector, focusing on precision farming, crop monitoring, and farm management systems. Our innovative approaches help farmers maximize yields and streamline operations.
Others
Others
Whether you're in healthcare, finance, logistics, or any other field, we’re here to provide custom machine learning development tailored to your specific needs.
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Bootstrap ML capabilities to unlock the hidden market potential.
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See Success Stories of Our Partners

Reducing the risk of downtime in EV charging stations
Reducing the risk of downtime in EV charging stations
Our partner obtained a detailed recommendation on improving their data collection pipeline to build the desired predictive model for EV chargers.
Find out how we prepared for building an ML-powered solution for maintaining EV charging stations in top condition.
ML-powered false calls reduction in SMT lines
ML-powered false calls reduction in SMT lines
The project focused on building the ML model that had to double-check if the polarity defect detected by AOI is actually present and, thus, decrease the number of false alarms.
Get insight into producing a fully-integrated ML model with over 90% accuracy.
Lead quality and agent efficiency improvement
Lead quality and agent efficiency improvement
Intelliarts built an ML-powered solution detecting regions with the most promising leads and assigning the leads to top-performing insurance agents for increasing sales success rate.
Discover how we helped to improve lead quality by 5%.
Predicting degradation level in hydraulic systems
Predicting degradation level in hydraulic systems
We implemented an ML-based system to predict the degradation level of components of the hydraulic system with a high level of accuracy and ensure proper maintenance of the facility.
Read how we solved the problem of periodic failures in the manufacturer’s hydraulic system.
ML-based job sourcing with DEI practices compliance
ML-based job sourcing with DEI practices compliance
Intelliarts ML engineers built a set of ML models capable of unbiased candidate-to-position matchmaking based on textual data in candidate profiles and job position descriptions.
Learn how we engineered an ML-powered solution for gender and ethnicity detection.
See other cases

Check Our Customer Feedback

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

Experience working with Intelliarts
Christian Rodriguez CEO & Co-Founder
Dorel: Technology consulting and baby monitoring app development

Intelliarts delivered tech consulting services to release the second version of a baby monitoring application. We:

  • Made the app more stable, and sustainable
  • Solved the problem of product non-scalability
  • Increased the rating from 3 to 4.5 stars on App Store and Google Play
  • Added night vision, sharing feature, and access levels

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

Experience working with Intelliarts
Dmytro Pishchukhin CTO
Dell EMC: Building an automated translation portal

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

Predictive maintenance for EV chargers

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
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Check our expert white paper to bridge the gap between LLM and your business needs.
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Why Choose Intelliarts for Machine Learning Projects?

Your custom ML solutions development projects are to be successful — and we have a team of experts to make it possible. With Intelliarts, you get:
  • Strong ML and data engineering expertise
  • Full-cycle custom machine learning services
  • Domain expertise
  • Dedicated data science consulting team
  • Focus on results
  • Robust processes plus flexible environment
  • Strategic integration with emerging tech
  • Support and maintenance
  • Awards and recognitions
Exceeding item

Certified and well-versed in machine learning, our data scientists work with traditional ML algorithms as well as deliver deep learning services. The team leverages solid ML expertise and powerful research capabilities to uncover the full picture and offer innovative solutions for your business.

Exceeding item

Looking for one vendor to cover your every need? Working with custom machine learning solutions development, we build efficient ML models but can also develop and deploy a full-scale software solution around them.

Exceeding item

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.

Exceeding item

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 engineers.

Exceeding item

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.

Exceeding item

We use CRISP-DM methodology as an industry-standard iterative approach that drives us through all the questions and obstacles to best-in-class customized ML solutions. Plus, our team stays flexible enough to adapt quickly to sudden changes.

Exceeding logo PyTorch
Exceeding logo Pandas
Exceeding logo Numpy
Exceeding logo OpenAI
Exceeding logo OpenCV
Exceeding logo Python
Exceeding logo XGBoost
Exceeding logo Neptune AI
Exceeding logo Hugging Face
Exceeding logo Scikit-learn
Exceeding logo SciPy
Exceeding logo Evidently
Exceeding item

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.

Exceeding logo Top Artificial Intelligence Company in Ukraine 2023 by Clutch
Exceeding logo Top Machine Learning Company in Ukraine 2023 by Clutch
Exceeding logo Top BI and Big Data Company in Ukraine 2023 by Clutch
Exceeding logo Top Big Data Analytics Company by GoodFirms
Exceeding logo Most reviewed BI & Big Data Company in Poland by the Manifest
Exceeding logo Top AI Development Company 2024 by Tech Reviewer
Exceeding logo Top Big Data Analytics Company in Ukraine by Designrush
Exceeding logo Top IT Consulting Company by AppFutura
Why Choose Intelliarts for Machine Learning Projects?
Your custom ML solutions development projects are to be successful — and we have a team of experts to make it possible. With Intelliarts, you get:
Predictive Maintenance in Manufacturing: Top 6 Use Cases
Strong ML and data engineering expertise

Certified and well-versed in machine learning, our data scientists work with traditional ML algorithms as well as deliver deep learning services. The team leverages solid ML expertise and powerful research capabilities to uncover the full picture and offer innovative solutions for your business.

Learn more
Predictive Maintenance in Manufacturing: Top 6 Use Cases
Full-cycle custom machine learning services

Looking for one vendor to cover your every need? Working with custom machine learning solutions development, we build efficient ML models but can also develop and deploy a full-scale software solution around them.

Learn more
Predictive Maintenance in Manufacturing: Top 6 Use Cases
Domain expertise

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.

Learn more
Predictive Maintenance in Manufacturing: Top 6 Use Cases
Dedicated data science consulting team

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 engineers.

Learn more
Predictive Maintenance in Manufacturing: Top 6 Use Cases
Focus on results

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.

Learn more
Predictive Maintenance in Manufacturing: Top 6 Use Cases
Robust processes plus flexible environment

We use CRISP-DM methodology as an industry-standard iterative approach that drives us through all the questions and obstacles to best-in-class customized ML solutions. Plus, our team stays flexible enough to adapt quickly to sudden changes.

Learn more
Technology image
Strategic integration with emerging tech
Logo image PyTorch
Logo image Pandas
Logo image Numpy
Logo image OpenAI
Logo image OpenCV
Logo image Python
Logo image XGBoost
Logo image Neptune AI
Logo image Hugging Face
Logo image Scikit-learn
Logo image SciPy
Logo image Evidently
Predictive Maintenance in Manufacturing: Top 6 Use Cases
Support and maintenance

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.

Learn more
Award
Awards and recognitions
Logo image Top Artificial Intelligence Company in Ukraine 2023 by Clutch
Logo image Top Machine Learning Company in Ukraine 2023 by Clutch
Logo image Top BI and Big Data Company in Ukraine 2023 by Clutch
Logo image Top Big Data Analytics Company by GoodFirms
Logo image Most reviewed BI & Big Data Company in Poland by the Manifest
Logo image Top AI Development Company 2024 by Tech Reviewer
Logo image Top Big Data Analytics Company in Ukraine by Designrush
Logo image Top IT Consulting Company by AppFutura

Custom Machine Learning Solutions Development Pipeline

Business understanding
Understanding project’s goals and requirements from the business perspective, discussing the challenge and business needs
Data understanding
Analyzing existing data and verifying its appropriateness as well as applying data mining if discovered more data is required
Data preparation
Creating the final dataset from the initial raw data and preparing the data for further modeling
Model development
Using machine learning algorithms and tuning ML models for better business outcomes
Evaluation
Testing the models to discover whether they help to achieve the initial business objectives
Deployment
Deploying the models and wrapping them into a software solution so end users could apply the solution in their day-to-day work
Integration
Integrating the ML models into your existing system and granting access to newly developed custom machine learning solutions in a user-friendly manner
Support and maintenance
Further taking care of your ML-powered solution with regular updates, service support, monitoring performance, and retraining the models

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, Intelliarts is ready to help your team and build predictive modeling tools. Let’s create smarter workflows together.

Thank you for getting in touch!
We’ll get back to you shortly. In the meanwhile, feel free to read our success stories or browse through our latest blog posts.
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