Development of predictive systems for customer churn, consumer behavior, equipment breakdowns and load forecasting, sales conversion, demand and insurance event forecasting, trifc prediction, road accidents, etc.

Recommendation systems

Personalized offers based on customer preferences, loyalty programs, recommendation systems, and decision-making assistance systems

Computer vision, video analytics

Solutions and systems based on machine vision, video analytics, image recognition, photo and video streams

Natural language processing

Solutions and systems based on natural language synthesis and recognition, automation of call centers

Генеративный искусственный интеллект

Наши решения и разработки


Development of systems based on artificial intelligence, machine learning, computer analysis and data analysis

Some of the challenges that companies face:

  • Predictive and recommender systems
  • Systems based on computer vision
  • Identifying data anomalies
  • Natural language processing
  • Data segmentation
  • Find hidden patterns in your data
  • Information retrieval systems

The company is based on the international laboratory of machine learning at ITMO University and develops in the field of machine learning algorithms, computer vision and data analysis for solving various business problems. In recent years, many projects have been implemented for the largest enterprises in Russia, including Yandex, Group, Norilsk Nickel, Megafon, NMLK, Evraz, Sinara-Transport Machines, Gazprom Neft. This allowed us to accumulate sufficient experience and become a leading company in the implementation of machine learning algorithms, computer vision and data analysis.

Компьютерное зрение 45+ проектов
Прогнозные системы 35+ проектов
Обработка естественных языков40+ проектов
Рекомендательные системы 25+ проектов
Анализ данных, поиск аномалий35+ проектов
Другие задачи15+ проектов

15+leading developers with a research degree

50+developers involved in various projects

300+projects in the field of machine learning and data analysis


Application areas

Today, machine Learning is widely used in many sectors of the digital economy, such as industry, retail, autonomous vehicles and driver assistance systems, unmanned aerial vehicles, high-tech agriculture, healthcare, and many others.

  • Machine learning enables retailers to automate processes that previously had to be done manually. You can automatically receive notifications of stock out of stock or other customer requirements that are not met by creating an analytics system directly at the point of sale. Monitoring staff work, counting visitors, optimizing work schedules, analyzing the effectiveness of promotions and many other applications can be solved by machine learning technology.

  • Inventory analysis, automated sorting and tracking systems, scanners for reading barcodes and checking product compliance with the order. Automated pass and control systems, as well as systems for forecasting demand and supply volumes based on machine learning.

  • Modern high-tech production requires special approaches to quality control of manufactured products, as well as optimization of technological processes. Machine vision has made a real technological breakthrough and significantly expanded the capabilities of flaw detection in industry, and brought it to a new level. Now technologies allow monitoring quality not only after the manufacture of a product or product, but also directly during the production process. Other possibilities of using computer vision, such as, for example, the analysis of the granulometric composition of raw materials can significantly optimize the production process.

  • Control of staff work, traffic of visitors, control of access control, optimization of work schedule, safety and health systems and many other applications.

  • Monitoring the work of personnel, violations by employees of regulations and labor discipline, detection of traffic of visitors, violation of public safety and order, and many other applications.

  • The introduction of computer vision technologies together with global positioning systems allows for precision farming, which can significantly increase the yield and efficiency of agriculture. Monitoring agricultural fields from satellite images and unmanned aerial vehicles, determining the maturity of the crop allows you to make predictions of the amount of production.

  • The use of computer vision for medical imaging is used in computer diagnostics to plan personal therapy, medical care, and improve decision making. Computer vision systems help the doctor make a diagnosis because there may be small details in the image that the doctor may not notice, but such details can be recognized by the system with a high degree of accuracy. In addition, the image can be compared with thousands of other similar images in the medical system database, and the result of the comparison is used for a more accurate diagnosis by the medical professional.

  • On the basis of artificial intelligence, side traffic warning systems, autopilots, and autonomous vehicles are being built.


A wide range of services for data analysis, development of intelligent systems based on machine learning and computer vision

Data Analysis

Explore data, identify hidden patterns and anomalies in the data. Segmentation and clustering of data.

Development of intelligent algorithms

Development of analytical systems based on machine learning and computer vision.

R&D projects and scientific research

Testing hypotheses, conducting scientific research, developing new algorithms.

Consulting in the field of implementation of intelligent systems

Analysis and study of the prospects for the implementation of intelligent algorithms for solving business problems.

Typical solutions based on machine learning and computer vision

Ready-made solutions based on computer vision algorithms that need to be retrained using customer data.

GPU/TPU - computing

Calculations that require graphics and tensor processors.

Suggest a project

For any questions and suggestions, feel free to contact us

Our projects

Solution Examples

  • Все
  • Computer vision
  • Forecasting
  • Natural language processing

Распознавание образов

Распознавание параметров объектов

Анализ текстов

Выделение ключевых слов и смыслов

Распознавание текста

Распознавание надписей, номеров, qr-кодов

Прогнозирование отказов

Прогнозирование поломок, наработки на отказ

Классификация текстов

Классификация веб-сайтов

Выявление аномалий

Распознавание дефектов поверхностей

Прогнозирование оттока

Прогнозирование оттока и удержание клиентов

Прогнозирование конверсии

Прогнозирование конверсии продаж

Генерация контента

Генерация доменных имен и логотипов

Типовые решения

Typical solutions and products developed by the company

Classifier of parts

The parts classification system based on computer vision algorithms allows you to automatically determine the type of part, its article, characteristics, as well as highlight defective parts

Defect recognition system

System for detecting defects on various surfaces, foreign inclusions, print quality, etc.

Face recognition system

Face, silhouette, age recognition system

Text recognition system

Recognition of numbers, markings, QR-codes, free-form inscriptions

Object characteristics detection system

Determination of the quantity, type, brand, speed, color and dimensions of the vehicle

Distance determination system

Determining the distances and sizes of objects

Control and safety system

Control of being in hazardous areas, violation of zone boundaries, fires and smoke

Predictive churn system

Determination in the database of a segment of customers prone to churn

Conversion forecasting system

Forecasting sales conversions, optimizing product markups

Text analysis system

Highlighting keywords, tags, sentiments of text, analysis of the meaning and intonation of texts

Smart city

Intelligent system for analyzing the urban environment

Road maintenance

  • Износ дорожной разметки
  • Выбоины
  • Образование луж
  • Накопление снега
  • Неработающее освещение

Public safety

  • Граффити/вандализм
  • Драки/ссоры
  • Мониторинг толпы
  • Автомобильные аварии

Law enforcement

  • Розыск автомобилей
  • Поиск интересующего человека
  • Поиск по силуэту
  • Отслеживание объектов на основе карты

Traffic management

  • Расчет параметров дорожного движения
  • Прогнозирование трафика
  • Оптимизация сигналов трафика

Waste management

  • Соблюдение правил обращения с отходами
  • Накопление отходов
  • Мониторинг состояния мусоросборников
  • Мониторинг поведения в сфере утилизации отходов

Public transport

  • Учет уникальных пассажиров
  • Распознавание лиц
  • Обнаружение заброшенных предметов
  • Учет остановок


Самый современный стек технологий


Компьютерное зрение

Python, PyTorch, MMDetection, MMSegmentation, Ultralytics (YOLOv8), Transformers (Hugging Face), OpenCV SAIL (TPU - Sophon Artificial Intelligent Library)


Обработка естественных языков

Bloom, transformers, tokenizers, datasets, nltk, spacy, pythia GPT, GPT-Neo, GPT-J, BERT, LLAMA, Reformer, Alignment-а (RLHF, ect)


Прогнозные и рекомендательные системы

Scikit-learn, Keras, ARIMA, 1D convolutional NN, LSTM, Attention-based, CatBoost/ Light GBM/ XGBoos

Development process

Our partners


Any other questions? Write to us.


Russia, Saint Petersburg, Birzhevaya liniya, 16





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