Transform Your Business with
Machine Learning Solutions

Empower your business with AI-driven insights, automation, and innovation for a competitive edge.

Schedule a call with our expert
Graphic illustration showcasing the concept of machine learning, featuring symbolic representations like neural networks, data analysis graphs, and artificial intelligence icons.
AI & MAchine learning

Streamline your business operations
with AI and machine learning

4soft is a one-stop shop software company specializing in Artificial Intelligence, machine learning, and blockchain technologies. We assist business leaders across various industries in leveraging innovative solutions to tackle challenges, achieve goals more rapidly, and surpass their competitors.

We prioritize security in all our projects, using the latest industry standards and best practices to ensure the integrity and confidentiality of your data. Our experts have a deep understanding of the latest high-tech approaches  and technologies, including Machine Learning, Deep Learning, Computer Vision, Natural Language Processing and Large Language Models.

Services

Advancing Data-Driven Solutions

Decorative graphic illustrating the concept of blockchain technology, featuring abstract elements and digital motifs that represent interconnected data blocks and secure cryptographic chains.

Data Exploration and Analysis

Dive deep into your data, unearthing hidden patterns, trends, and insights. By understanding your data landscape, we empower businesses to make well-informed and proactive decisions, ensuring a competitive edge in the market.

Data Engineering

Crafting a solid foundation is crucial. We build robust and scalable data pipelines tailored to your needs, ensuring data integrity, efficiency, and readiness for advanced analytics. Let us transform your raw data into actionable intelligence.

Graphic showing gears symbolizing the integration of blockchain, machine learning, and technology.

Machine Learning

Beyond traditional analytics, ML predicts future trends, optimize business processes, and personalize user experiences. Our expertise bridges the gap between raw data and actionable insights, tailoring algorithms to your  challenges.

Deep Learning

Harness the power of neural networks to delve deeper into intricate data structures. Deep learning provides the tools to tackle challenges from image and speech recognition to sophisticated AI-driven responses.

Computer Vision

In a world increasingly reliant on visual data, our computer vision solutions enable machines to see, interpret, and make informed decisions. From facial recognition to defect detection in manufacturing, reimagine what's possible with digital eyes.

Natural Language Processing

Our NLP solutions decode human language intricacies for smarter chatbots, sentiment analysis, and document automation. We bridge the communication gap between humans and machines for seamless and intuitive interactions.

Innovation

Unlocking Production Efficiency

Enhance your operational efficiency with our cutting-edge ML-driven solutions tailored for production optimization and process management.

Automate Control

Utilize reinforcement learning algorithms to automate control mechanisms.

Inventory Management

Leverage predictive models to optimize production planning and inventory management.

Robotization

Introduce next-level automation in tasks like pick-and-place operations in packaging centers.

Information Accessibility

Gain quicker and more precise access to information through Natural Language Processing (NLP) solutions.

Process Analysis

Spot and fix bottlenecks in real-time with machine learning for immediate corrective actions.

Predictive Analytics

Harness predictive tools to optimize production processes and guide managerial decisions.

drive innovation

Partner with us for AI-driven innovation

As many applications of machine learning as there are business ideas. Unlock the full potential of AI for your business with us. Let us know about your current situation and we'll be glad to help you enhance and optimize your business operations with cutting-edge AI technology.
Book a consultation today to start your AI journey.

BENEFITS

How can AI help your business?

Quality control

Quality assurance is key to delivering top-notch products or services. Assembly lines are smart, data-driven ecosystems that function based on specific algorithms and parameters aimed at creating superior end-products.

AI systems, utilizing machine vision, can spot defects by comparing real-time outcomes to expected standards. If quality drops, these systems alert users for immediate corrective action.

Inventory management

Machine learning excels in demand forecasting and supply planning, giving inventory management a notable edge. Surpassing traditional methods like ARIMA, AI-driven tools optimize stock levels with pinpoint accuracy.

Ideal for manufacturing, these solutions mitigate overstock and stockout risks, streamlining cash flow and resource allocation for businesses.

Demand forecasting

Artificial intelligence allows for better planning of the entire production process, especially when it comes to forecasted demand, seasonal shutdowns, volatility employment, planned sales and returns. And yet, improved supply chains and production volumes are in many cases almost a ready-made recipe for success.

Raw material price forecasting

Raw material price volatility has always been a challenge for manufacturers. To remain competitive in the market, businesses must adapt to the volatile price of raw materials. AI-powered software can forecast material prices more accurately than humans.

Predictive maintenance

AI revolutionizes anomaly detection, making systems smarter at identifying factors that impact machine operations. Through auto-scaling and predictive maintenance, significant cost savings are achieved.
Plants using machine learning benefit from precise, automated anomaly detection, enhancing quality control. Algorithms sift through device data to proactively alert teams of impending issues, offering a glimpse into future machine behavior.

Supply chain management

Processing data on the state of raw materials and products allows for better management of supply chains. Cost modeling is also possible for enhanced production and logistics.

TOOLBOX
Our ML technology stack

DVC

STREAMLIT

PYTHON

PYTORCH LIGHTNING

LLAMAINDEX

AWS

SCIKIT-LEARN

PYTORCH

PYSPARK

TENSORFLOW

PANDAS

MLFLOW

FASTAPI

LANGCHAIN

RAY

testimonials

Our clients say

1/7

"The collaboration with 4soft enabled us to successfully launch a DeFi platform in just three months. The initial workshops helped us avoid some potentially costly mistakes. Their specialists are reliable, and their top management oversees the partnership. Overall, the entire Colony team was pleased to work with 4soft hand in hand."

Elie Le Rest
CEO AT COLONY
2/7

“We are impressed with 4soft’s work pace and experience. They act quickly and contribute significant blockchain market context that comes from their past projects, combined with expertise from other software development areas. So happy to have come across them.“

Wilson Davis
COO at Paribus
3/7

“What impresses me most about 4soft is their adaptability to our business. They provide both top-quality code and valuable blockchain business insights.I’d recommend 4soft to anyone who needs both proactive tech specialists and business expertise for their project.”

Lukas Kujawa
Engineering Director at Elliptic
4/7

“4soft’s team added a lot of value to our product development process, providing us with the expertise we needed to bring this complex project to life. The team was very professional and capable of instantly reacting to the inevitable changes that occur in the design phase of such an innovative project.”

Sanjeev Kumar
Chief Technology Officer at Artclear
5/7

"They’ve been skillful, proficient, and good communicators throughout the workflow. Thanks to 4soft’s effort, we have successfully delivered the initial release of our v2 governance app by building new modules and enhancing its features. The team executed a smooth workflow and used an agile approach to ensure the project’s success."

Dmitry Meltsov
Head of Product at Jsgenesis
6/7

"Since 4soft developers joined our team, the speed of the development has significantly increased. We are able to eliminate bottlenecks in the area and significantly reduce time to market. Their upper management understands our business needs and covers them in a timely manner."

R&D Manager AT gigaset
7/7

“The collaboration with 4soft was efficient and highly productive. 4soft’s team delivered all the requested frontend components on time, and experts were ready to work overtime to deliver. All team members had a proactive attitude and hands-on approach to solving problems, which was important for handling the project’s complexity. They created a stable, consistent system we use every day.”

Radek Gorski
Customer Success Director at Profectus
VALIDATION

Certifiactes & recognitions

CONTACT

Tell us about your idea

Contact our consultant

Tomasz Kęczkowski

VP Sales

Our consultant is at your disposal from 9 AM to 5 PM CET working days from Monday to Friday for any additional questions.

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FAQ

How can AI help your business?

What are the benefits of machine learning?
When you partner with 4soft for machine learning solutions, you’re not just adopting technology; you're investing in business transformation. Our ML algorithms can sift through vast data sets to offer actionable insights that drive decision-making. We empower your business with automation capabilities that significantly reduce human error, ramp up productivity, and provide you with a decisive competitive edge in the market. Unlock unparalleled efficiency and usher in a new era of innovation for your enterprise with 4soft.
What are the different types of machine learning?
We specialize in a variety of machine learning types: Supervised Learning for predictive analysis, Unsupervised Learning for data clustering and pattern recognition, and Reinforcement Learning for decision-making tasks. Each type serves unique business needs, and our experts will guide you in selecting the optimal approach for your specific objectives.
What are your security practices for machine learning development?
Protecting your data is our top priority. We follow industry-leading best practices and compliance measures to ensure the integrity and confidentiality of your data. From secure data pipelines to frequent security audits, we’ve got all bases covered.
What are the challenges of machine learning?
Machine learning presents its own set of challenges, such as ensuring data quality, fine-tuning model parameters, and allocating the right computational resources. This is why expertise is crucial. At 4soft, we navigate these complexities to provide you with solutions that are reliable, efficient, and tailored to meet your specific needs. Transform challenges into opportunities with our specialized machine learning services.
What types of machine learning applications you can develop?
Our expertise covers a broad spectrum of machine learning applications including, but not limited to, predictive analytics, Natural Language Processing (NLP), image and speech recognition, and recommendation systems. Entrust us with your vision, and we’ll turn it into a machine learning application that adds tangible value to your business.
What are your pricing options for machine learning development?
We offer a range of pricing models that are designed to provide you with the flexibility you need. From fixed-price projects to hourly rates, our pricing is as tailored as our solutions. Consult with us to find a plan that aligns with your budget and requirements.