Solutions

AI for Manufacturing

From advanced analytics to LLM-based solutions

Intelligent decision-making in Manufacturing powered by AI

Advanced AI solutions for modern Manufacturing

Modern manufacturing today is not only about process automation, but also about the ability to make data-driven decisions.

At 3Soft, we develop AI solutions for manufacturing companies across two complementary areas:

Advanced analytics and Machine Learning models
Solutions based on Large and Small Language Models (SLM / LLM)

Each implementation is tailored to the specific needs of the organization, its data environment, and business objectives.

Three engineers stand in a bright, modern laboratory, gathered around a laptop placed on a partially assembled machine. The workspace contains metal frames, exposed wiring, electronic components, and tools, suggesting they are working on advanced mechanical or automotive equipment. Yellow safety lines mark the clean factory floor, and additional machinery and workstations are visible in the background.

Two levels of AI adoption in Manufacturing

Level one

Advanced AI
& Data Science

Predictive and analytical models built on your company’s data

These solutions are custom-designed, based on real operational data and specific business challenges.

We do not deploy generic algorithms.
We build models that answer real questions within your organization.

A factory worker wearing a hard hat and red ear protection walks through a large industrial warehouse, with a forklift and stacks of metal sheets visible in the background.

Example applications in Manufacturing:

Demand Forecasting & Production Planning

forecasting demand and sales with seasonality taken into account
optimizing inventory levels
reducing overproduction and stock shortages

Predictive Maintenance

anomaly detection in machine operations
failure prediction
reducing unplanned downtime

Visual Quality inspection

automatic defect detection
real-time image analysis
support for quality control teams

Production process optimization

bottleneck identification
production line performance analysis
support for operational decision-making

Intelligent processing of operational data

automated information extraction from labels and production documents
classification of technical data

Implementation examples

Demand Forecasting

50% reduction in lost sales
on-time product availability increased from 70% to 85%

View case study

Visual Quality Inspection

automation of defect detection processes
improved repeatability and accuracy of quality inspections

View case study

Level Two

LLM-powered AI

Intelligent work with documents and organizational knowledge

The second area focuses on solutions built on Large Language Models, designed to improve the way organizations work with documentation, technical knowledge, and internal communication.

These solutions are built on proven foundations and are always tailored to the client’s infrastructure and processes.
They can be deployed on-premises, in the cloud, or in a hybrid model.

Three engineers standing together in a modern production or laboratory environment, reviewing information on a laptop placed on industrial equipment. One person holds a tablet while the others focus on the screen, discussing work-related details.

Explore our LLM-based AI solutions:

DocMiner

Intelligent document knowledge extraction

analysis of technical documentation
extraction of key information from PDFs and scanned documents
support for procurement and engineering teams
automated reading of product labels and documentation

Learn more

RAG Chatbot for Manufacturing

An internal AI assistant powered by organizational knowledge

fast access to procedures and instructions
support for engineering and quality teams
intelligent search across technical documentation
secure processing of internal company data

Learn more

Start with Data & AI Workshops

Not sure which solution is right for you?

Many organizations know they want to implement AI, but lack clarity on:

which use cases will deliver real ROI,
whether their data is of sufficient quality,
where to start,
how to estimate risk and project scale.

That’s why we usually begin collaboration with Data & AI workshops, where we:

assess data maturity,
identify the highest-impact opportunities,
define concrete use cases,
create an implementation roadmap.

Learn more about Data & AI workshops

They have trusted us

Automotive Manufacturing

Industrial cameras Manufacturing

Manufacturing Rubber Products

Automotive Manufacturing

Industrial cameras Manufacturing

Manufacturing Rubber Products

Why 3Soft?

“We were looking for a company with experience in building Data Lake environments. Already during the first discussions, representatives of 3Soft proposed possible solutions and their migration recommendations, and then delivered the project in line with the previously agreed arrangements.

What was very important to us was that 3Soft’s experts approached our processes with full flexibility, and the involvement of our team in the migration process was minimal – it was mainly limited to making key decisions and clarifying any doubts.”

Michał Lazarowicz

Acting Head of Reporting Systems and BI, Volkswagen Group Polska

“The 3Soft team fully addressed our needs by designing and implementing a Cloudera environment (hardware + software), which today serves as a stable and secure foundation for our data work. […]

We value both the technological expertise and the understanding of the specificity of medical data that the 3Soft team brought. The cooperation was carried out professionally, and the system remains under continuous support and development – giving us a full sense of security and readiness for further stages of data and AI transformation in our environment.”

Łukasz Kołkowski

IT Director, American Heart of Poland

“3Soft S.A. took on the challenge. Not only did they carry out the required technical activities, such as redesigning the technological landscape to fully leverage the benefits of the cloud, but they also undertook actions to support relationships with cloud infrastructure providers: Microsoft and Cloudera. […]

Taking into account our long-term cooperation, we confirm that 3Soft is a professional partner in designing, developing, and implementing advanced IT solutions that leverage the power of artificial intelligence, positively impact our operations, and enable business scalability through the use of the most modern cloud processing capabilities.”

Marcin Moroz | Michał Nowaczyk

IT Director at Lidl Polska | CFO at Lidl Polska

“The very first meeting with 3Soft experts convinced us that we were dealing with people who truly care about our business. They proposed the best solutions based on the requirements and needs we presented, while also identifying many additional opportunities for data utilization that were worth implementing at Cleangang.

Shortly after the platform was implemented, it turned out that we could make business decisions much faster, and reports were generated automatically based on the most up-to-date data. Thanks to this, we no longer waste resources on tedious, repetitive work such as manual report preparation, but instead use them for better analysis and drawing increasingly accurate conclusions.”

Łukasz Dziubaty

CTO, Cleangang Holding GmbH