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Data Science and AI

Implementing Data Science and AI is a key success factor for modern businesses aiming to stay competitive and innovative.

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Our Process

Increasing Productivity and Efficiency

According to a McKinsey study, 92% of companies plan to increase AI investments over the next three years, expecting improvements in productivity and operational efficiency.

Improved Decision-Making

AI and Data Science analyze vast amounts of data, providing executives with deep insights for informed decisions, enhancing strategic planning and market responsiveness.

Business Process Optimization

AI automates routine tasks, reducing the likelihood of human errors and freeing up time for more strategic activities.

Enhanced Competitiveness

Companies that implement AI can adapt more quickly to market changes, offering innovative products and services, gaining an advantage over competitors.

Personalized Customer Experience

AI analyzes customer behavior, enabling companies to offer personalized products and services, increasing customer satisfaction and loyalty.

Risk Prediction and Management

Data Science helps predict market trends and potential risks, allowing businesses to manage them proactively and take preventive measures.

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Our Expertise

Data Science & AI

We create Data Science and AI solutions to help you automate routine operations, reduce costs, and improve work efficiency. You will receive modern management, forecasting, and analytical tools that support informed business decision-making.

ML modeling

Our experts specialize in developing and integrating machine learning algorithms and models for tasks of any type and complexity, from demand forecasting and customer behavior prediction to complex automation systems in production environments.

Supervised learning

We create highly accurate models for forecasting sales volumes, segmenting the customer base, assessing risk levels, and other purposes. Your business will benefit from accurate results that speed up the strategic decision-making.

Unsupervised learning

This approach helps to identify hidden trends, anomalies, relationships, and patterns in big data, for example, to track fraudulent activity, create recommendation systems, or cluster buyers. Gain access to useful insights and turn them into a competitive advantage for your business.

Semi-supervised learning

Semi-supervised learning allows you to create models, gain insights, and make accurate forecasts using minimal labeled data. This approach is suitable for large data sets: research, financial analysis, marketing, or complex process automation.

Reinforcement learning

We create solutions that learn through interaction with the environment and receiving reinforcement for correct actions to achieve the desired result. This is relevant for complex and dynamic systems, such as resource management, logistics, and complex autonomous products.

Consulting

We provide expert support and consulting at all stages of Data Science and AI implementation, ensuring your business receives maximum benefits and achieves strategic goals. Our expertise covers everything from auditing the current infrastructure to implementing technologies and further improvement.

Outstaffing

Leverage the expertise and competencies of our specialists, who can become a part of your team while implementing Data Science and AI projects in your company. This helps save time on hiring experienced specialists and easily scale the team when needed.

Why Choose Us

A team of experienced data scientists

Our Data Science and AI experts bring relevant experience in using algorithms and developing models to tackle problems of varying complexity.

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Creating complex, customized solutions

We develop complex, customized solutions based on cascade models to achieve the desired result. This allows us to take a non-standard approach to each request and tailor solutions to meet your needs.

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Experience of working with large companies

We have successfully collaborated with large corporations on complex predictive modeling projects. Our experience helps us to create scalable and effective solutions in any industry.

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Industrial expertise in energy and finance

Our subject-matter experts deeply understand business functions and operations in energy and finance domains. This industry-specific expertise guarantees that developed models efficiently solve business challenges.

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Agile development

We offer solutions of varying complexity, from basic models to fully personalized systems adapted to the specifics of your industry and company characteristics.

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Innovative Gen AI solutions

We develop products based on Gen AI, including bots, chatbots, intelligent search, and automation solutions, to improve process efficiency and create a competitive advantage for your business.

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Training your team

To ensure you get the most out of the solutions you implement, we teach your team members to use artificial intelligence technologies efficiently.

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Financially proven efficiency

The efficiency of our Data Science and AI solutions is supported by tangible financial results. For example, a forecasting model implemented for one of our clients saved over $ … million per year.

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Our Process

Business Analysis & Goal Definition

We analyze your business, identify key challenges, and define clear business goals that Data Science and AI solutions are designed to achieve.

Data Collection & Preparation

We assess your existing data, integrate additional data sources when required, and perform data cleansing, structuring, and preparation to ensure it is ready for analysis.

Data Analysis & Model Development

We identify the most appropriate algorithms and develop models that effectively achieve your business objectives. Depending on the complexity of the task, this may range from a basic model for straightforward use cases to a multi-stage (cascaded) model for more advanced scenarios.

Testing & Deployment

We validate the model on test data, fine-tune and optimize its parameters where necessary, and integrate it into your IT ecosystem and business processes.

Staff Training

We equip your team with the knowledge and skills to effectively use the new tools and solutions, providing support throughout the adoption and transition period.

Monitoring, Support & Maintenance

We monitor the performance of implemented solutions, evaluate business outcomes, optimize them when necessary, and scale them to support your evolving business needs.

Cases

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Data management

Optimization of coal logistics for DTEK

32 mln UAH

Cost savings were achieved through route optimization, resulting in a reduction of annual logistics expenses

64 mln UAH

Copilot said: Cost savings were achieved through coal quality optimization, resulting in a reduction in specific fuel consumption over the year.

IoT

The Internet of Things in Energy: How DTEK’s IIoT Platform Works

Прогнозна аналітика для ВДЕ

передбачення аварій та надзвичайних ситуації

Моніторинг відновлювальної енергії

інтегрований моніторинг сонячних і вітрових електростанцій для ефективного управління та оптимізації їхньої роботи

Аналітика дисбалансу

здатність платформи підтримувати стабільний баланс між джерелами зеленої енергії

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FAQ

Why does my business need Data Science and AI?

Data Science and AI help automate routine operations, increase forecasting accuracy, improve customer experience, and optimise costs. For example, by analysing big data, a company can identify the most profitable areas

What tasks can be solved using Data Science and AI?

Data Science and AI allow for a very flexible and ‘creative’ approach to business requests, creating customised unique solutions for each company. Typically, Data Science and AI are used to forecast demand and peak periods, manage inventory

How quickly can a Data Science or AI project be implemented?

Everything is individual and depends on the complexity of the task, the scale of the project, and the quality and quantity of available data. In any case, the work begins with an analysis of the problem and your business needs.

What result can I expect from the implementation of Data Science and AI?

It all depends on your goals. It could be to increase sales, reduce operating costs, improve forecasting accuracy, optimise production lines, etc.

Related News

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News

Mar 13 | read 2 min

Forbes: MODUS X AI solutions are already saving businesses millions of hryvnias

Forbes Ukraine investigated how artificial intelligence helps to improve the efficiency of energy and business. MODUS X CEO Dmytro Osyka told the publication about the results that have already had a real financial impact.

Blog

Mar 12 | 2 min

‘The idea to move from DTEK's digital transformation programme to a separate IT company was a good one,’ says Dmytro Osyka

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Mar 10 | 3 min

MODUS X and Creatio held a business lunch on digitalization and document management

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