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Machine Learning Outsourcing

Empower your business
with machine learning capabilities

We support your Data Science initiatives

Our strong expertise and long-term focus on Machine Learning make us a perfect partner for your data science teams and projects. We can augment your existing team with our data scientists or provide custom high-quality datasets for your machine learning models. With our experts and toolset, we can step into any machine learning project at any stage.

Keep focus on your business and delegate the heavy lifting to us

We provide industry-focused data services for AI and ML product development for each project size, respecting your time and budget. We are experts on industrial machine learning with a core focus on machine vision. Our comprehensive services leverage thousands of hours of experience in data collection, data storage in hybrid cloud environments, management of datasets, and data preparation to create algorithm-ready high-quality data consisting of 2D/3D images, data from sensors, and other metadata.

DELEGATE THESE CHALLENGES TO US:

Concept design

  • Definition of comprehensive ML strategy.

  • Specification of the ground truth.

  • Analysis of the required infrastructure.

Data Collection

  • Collection of heterogeneous data at the Edge.

  • Management of the data in the hybrid-cloud scenario.

  • Secure storage as single source of truth.

Dataset Annotation

  • Labeling & annotation of large datasets.

  • Semantic segmentation of large datasets.

  • Quality assurance of dataset annotation.

Dataset Management

  • Dataset versioning & history tracking.

  • Dataset augmentation & pruning.

  • Fine-grained access management.

Development of ML/AI models

  • Application of Deep Learning techniques.

  • Combining of Black Box & White Box algorithms.

  • Delivery of ML models with predictable performance.

ML/AI model monitoring

  • ML performance analysis & improvements.

  • Continuous ML model performance monitoring.

  • Alerting on performance degradation.

Machine Learning-based Image Processing is the core of our data services.

Whether manufacturing, heavy industry, automotive, or tire production, we are experts in designing and delivering on industrial data collection needs for the most demanding projects. We actively develop and maintain resources for data collection and labeling 2D/3D images. We have a dedicated team building datasets for industry-focused ML/AI projects.