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Data Science Consulting Services

SoftTeco’s data science consulting services are aimed at transforming your data into a valuable business asset. No more guesswork during strategic decision-making – instead, always know what’s happening in your company and how to optimize every inch of its processes.

17

Years of experience

450

Projects

300

Customers worldwide

500

Employees

SoftTeco’s Data Science Consulting Services

SoftTeco offers an extensive range of data consulting services – find out how exactly we can elevate your business:

Data Science Consulting

Not sure where to start with data science consultancy or what data science solution will fit your business the best? No worries, we got you covered. SoftTeco’s data science consultancy services help business owners define the main pain points that need to be addressed and set requirements for the data science implementation.

  • Project roadmap design
  • Analysis of your business and the market
  • Selection of a suitable tech stack

Data Collection & Preparation

If your information is scattered all over the organization and you lack a centralized and scalable storage solution, we will gladly help. SoftTeco assists in collection and preparation of information using advanced tools and technologies. We will ensure that the collected information is processed in correspondence with your needs and the selected storage solution.

  • Design and setup of data lakes and data warehouses
  • Structuring and enrichment of data
  • Elimination of corrupted, duplicate, or irrelevant information

Data Science Solution Delivery

SoftTeco delivers intelligent solutions in full alignment with your business needs and pain points. Whether you need to investigate customer behavior, optimize efficiency, or increase workplace safety and productivity, we can help. Starting with an MVP or a PoC (upon the request), we will gradually build up the solution, testing and tweaking at every stage.

  • Development of a Minimum Viable Product (MVP)
  • Setup and configuration of a custom ML model
  • Integration with your current systems in use

Data Science Solution Modernization

If you already have a data science solution and need to optimize it in correspondence with evolving business needs, SoftTeco will help. We offer modernization services that include the analysis of your current solution, its reinforcement, and integration of any extra services and systems.

  • Addition of new features
  • Implementation of new ML models
  • Code and architecture review

Data Science Support

Once your solution is deployed, our work doesn’t end there. We offer post-launch support and maintenance services that include performance monitoring and fine-tuning, debugging, and further solution improvement. By partnering with SoftTeco, you can rest assured that your solution performs as intended and brings tangible benefits to your business.

  • Immediate issue resolution
  • Proactive performance monitoring
  • Implementation of improvements

DataOps

Set up a transparent and effective data flow across your organization with our DataOps services. This approach helps companies get more accurate insights and share the information efficiently across the departments. From planning to continuous improvement, SoftTeco will handle your information in the best way.

  • Setup of data pipelines
  • Automation of the infrastructure
  • Use of advanced tools and technologies

Additional Services That SoftTeco Offers

To make the most of your data science solution, we offer a range of additional services:

01

Machine Learning Development

SoftTeco’s engineers and data science consultants offer the design and development of advanced ML models for faster and more accurate information processing. Our ML services cover a range of use cases, such as predictive analytics, computer vision solutions and root-cause analysis. 

02

Big Data Management

Not sure where to start with your big data? SoftTeco will help you manage it properly, identify new data sources, and set up smooth data flows. Upon the request we can also recommend the most suitable storage solutions and processing tools.

03

Business Intelligence

To centralize your information and ensure that the collected insights are available in suitable formats, we offer the development of advanced BI systems. By blending intelligence and automation, we create a centralized data processing platform, integrated perfectly with your system.

04

Data Storage

If your current storage solution does not support the growing requirements of your business or does not fully meet your needs, we can help optimize it or migrate the information to a more effective solution, including cloud-based platforms.

05

Analysis & Reporting

SoftTeco can help you implement advanced analysis and reporting so your information always remains accessible, understandable, and transparent. We can set up regular and automated report generation and will help tweak the analysis rules so you receive the needed insights.

06

Data Visualization

Our data science consulting company offers a variety of data visualization tools that help make the information more understandable and, as a result, facilitate the decision-making process. No more guesswork when it comes to strategic planning – rely on the information, presented in a user-friendly format.

Partner with SoftTeco for advanced data science services and turn your data into the driving force of your business.

Data Science Applications Across Industries

01

User Experience Enhancement

Identify user behavior patterns, get better customer insights, and adjust your marketing efforts correspondingly.

02

Predictive Maintenance

Prolong the lifecycle of your software through a proactive approach, brought to you by predictive maintenance.

03

Inventory Management

Minimize inventory surplus and deficit and manage your assets in a smart manner while cutting costs and precisely meeting customer demand.

04

Quality Management

Reinforce quality management processes in your organization through deep analytics and intelligent monitoring.

05

Security & Compliance

Facilitate regulatory compliance through automated quality management systems, smart fraud reporting, and minimized human errors.

06

Enhanced Diagnostics

Elevate your healthcare services with precise, ML-based diagnostics and provide better and more personalized patient care.

07

Price Optimization

Reduce operating costs and manage your assets more effectively with a detailed analysis of your current spendings, areas for improvement, and excessive costs.

08

Precise Farming

Collect real-time information from smart devices and use the insights to automate processes, improve crop health, and proactively monitor your livestock.

09

Personalized Patient Treatment

By knowing and analyzing the patient’s medical history and individual characteristics, you can pinpoint the root cause and provide the most suitable treatment.

Business Benefits of Data Science 

Learn the real benefits of implementing a data science solution that SoftTeco’s clients across industries report:

Reduced Operational Costs

When you get a holistic view of your organization, all current assets and spendings, it becomes easier to identify opportunities for stretching the budget and to improve asset management. Add to that predictive forecasting and you will be able to avoid unnecessary spendings while maintaining the high quality of services.

Solid Growth Strategy

Every business decision that you make should have good reasoning – ideally, based on relevant information. By eliminating guesswork and relying on real-time insights, you will significantly elevate your development strategy and will become more confident in making decisions that impact the company’s growth and customer satisfaction.

New Revenue Streams

Data can provide valuable insights on multiple aspects of your business that are related to revenue: customer behavior and interests, quality of your services and goods, employee efficiency, and many others. By owning this information, you can identify new revenue streams and new opportunities for growth.

Improved User Experience

To provide personalized and relevant services, it is critical to know and understand your customers and their real needs. Data science allows a much deeper analysis of generated customer information and helps businesses reshape their marketing strategy in full correspondence with their target audience.

Our Expertise 

Our data science consulting firm uses a variety of methods and technologies when implementing your solution – and we choose exactly the ones that help us deliver the requested product in the most effective way:

Agentic AI

SoftTeco builds intelligent systems capable of autonomous decision-making and action. These agent-based architectures can reason, plan, and adapt dynamically in complex environments. Our solutions automate entire data and decision pipelines – from information gathering and processing to task execution – using AI agents that operate independently or in coordinated groups.

Statistical Programming

Our team leverages statistical computing tools to extract insights from data, design robust experiments, and build predictive models. Whether it’s hypothesis testing, time series analysis, or Bayesian inference, we ensure that every decision is backed by solid quantitative analysis.

Supervised Machine Learning

We develop and deploy models that learn from labeled data to make accurate predictions and classifications. This includes everything from explainable classic regression models to cutting-edge deep learning techniques. Supervised ML can be applied to domains such as customer segmentation, risk modeling, diagnostics, demand forecasting, natural language processing (NLP), and computer vision.

Unsupervised Machine Learning

For projects where data lacks labels, we apply advanced techniques such as clustering, dimensionality reduction, representation learning, and anomaly detection to uncover hidden patterns and latent structure in data. Our expertise includes contrastive learning, self-supervised pretraining, and fine-tuning language models using techniques like LoRA and PEFT to adapt them efficiently to domain-specific tasks without labeled examples. This approach powers applications in customer behavior modeling, intelligent search, document understanding, and foundation model alignment — all without the need for costly annotation.

Neural networks

We utilize modern neural architectures including CNNs, Transformers, and more, to solve highly complex problems in computer vision, natural language processing, and sequential data modeling. Our deep learning expertise enables us to build scalable, high-performing AI systems for real-world deployment. We also tailor architectures to meet specific domain requirements – from lightweight edge models to large-scale distributed systems – and select or design evaluation metrics that align precisely with our clients’ business goals, whether it’s accuracy, latency, precision/recall, or custom KPIs.

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Why SoftTeco as Your Data Science Consulting Company?

A setup and deployment of a data science solution require a sufficient level of experience and knowledge – and our team has all that. Learn what makes us different and how SoftTeco retains high quality of services with speed of delivery.

Deep Expertise

With a strong in-house team of data scientists and data engineers, SoftTeco has rich expertise in big data processing, development of custom ML models, setup of data pipelines, and DataOps. Whether you need a slight tweak in your current processes or want to design an AI-driven solution, SoftTeco can do that. We will not only suggest the most fitting tech stack but will also provide recommendations and ideas for the best performance.

Industry Experience

SoftTeco has been operating in the IT industry for over 17 years – and throughout this time, we’ve worked with clients from the most various domains. Our portfolio includes projects from healthcare, financial services, manufacturing, retail, education, and other industries. That being said, we know exactly what each industry requires in terms of quality and security and we ensure that the delivered solution meets these standards.

Wide Talent Pool

SoftTeco is an international company with over 500 employees, each being an outstanding professional in their domain. Our employees are proficient with an array of technologies, including the latest ones, and constantly improve their skills and knowledge by undergoing certifications and courses. So whether you need to assemble a full team, close a specific technical gap, or request data science consulting services, we have just the right experts for your project.

Transparency & Support

We understand the importance and value of transparent and effective communication and to ensure that, we follow established processes that guarantee regular reporting, timely response to any potential issues, and smooth collaboration between departments. We also focus on data science support throughout and after the development process, assisting you at every stage.

Featured projects

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Gameinsight

An e-learning platform dedicated to European football

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A system for managing smart outdoor lighting solutions

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