LEARN MORE

AI Software Components

For several decades, our scientists and programmers have been creating IT tools for automatic problem solving that mimics human cognitive functions.

Our projects included:

  • system state forecasts
  • recognition and classification of images and video
  • creating intelligent agents
  • analysis of very large data sets in real time
  • semantic analysis
  • natural language synthesis

 

SEE SOLUTIONS

Machine Learning

Machine learning is one of the applications of artificial intelligence. It enables systems to learn independently and improve results. In our solutions, we also use deep learning technologies and artificial neural networks that simulate the behavior of the human brain.

Our projects included:

  • sales forecasting
  • customer profiling
  • risk management
  • data validation

 

SEE SOLUTIONS

Big Data

Data is the most valuable resource of the 21st century and the basis of all projects in the field of artificial intelligence and machine learning. On one condition – that the data is properly prepared and of sufficiently high quality.

Our projects included:

  • organizing and assessing data value
  • improving data quality
  • preparation of data for machine processing
  • designing and administration of infrastructure for ongoing data processing
  • automated data analysis, inference and making recommendations

 

SEE SOLUTIONS

Client projects
Security On-Demand

Exploiting the capabilities of the original KnowledgePit.ml competition platform and crowdsourcing of algorithm development.

#informationsecurity #datascience #BigData #competition
Read more
Security On-Demand

The KnowledgePit.ml platform in action

The need of Security On-Demand was to increase its ability to detect suspicious network events based on network traffic data. The main goal of the project was to support Security Operations Center employees in ongoing monitoring of client security. The solution we have proposed was crowdsourcing algorithm. Providing the input remained on the customer’s end. In our activities, we used the capabilities of the original KnowledgePit.ml competition platform, where our team has been successfully hosting similar endeavours for several years. QED Software was responsible for the formal definition of the problem, data preprocessing, preparation of the benchmark and competition evaluator, promotion of the competition, as well as for conducting the competition and running a conference session to summarize its results.

A total of 250 teams presented their solutions. Apart from cash prizes, the winners were granted participation in the IEEE Big Data conference in Los Angeles and the opportunity to publish a conference publication. The best of these solutions were used to create an optimized algorithm, which is the basis for implementation and further development by the client’s team.

Read less
AraHUB

A breakthrough solution to improve the targeting quality of DOOH advertising.

#DOOH #computervision #marketingcustomisation #ML #predictions
Read more
AraHUB

A system based on the analysis and prediction of demographic data

The aim of the project was to respond to the market’s need in the form of improving the targeting quality of advertising in the largest Digital Out-Of-Home (DOOH) network in Poland.

The solution is a system that is capable of matching content to its recipients of nearby media in real time. This process is based on the analysis and prediction of demographic data. The challenge that has been overcome was to ensure the autonomy of monitoring units, while providing high quality of prediction and matching of content to its recipients.

Read less
Bloober Team

A unique system of detecting players’ emotions and behaviors.

#gamedevelopment #ML #gaming #emotions
Read more
Bloober Team

Players’ emotion detection system

Bloober Team is one of the most popular gaming studios that create psychological horrors. The company has noticed that the market lacks titles that use the measurement of player emotions and decided to develop its industry by creating a tool to enable such measurements and use them in the course of the game. In response to this challenge, we helped the client create a unique system to detect the emotions and behavior of players that does not require additional equipment. It allows game developers to introduce gameplay elements that automatically adapt to the affection of players.

Read less
Information Builders

Creating a team within QED Software structures and extending the client’s offer with services using the latest achievements in mathematics.

#businessintelligence #BI #datascience #predictions
Read more
Information Builders

Expansion of the R&D team

Information Builders (IBI) is one of the most prominent players on the business intelligence market. To stand out from the competition, the company wanted to expand its R&D team with data science competencies.

The business decision was to locate the core of this team in Poland, within the framework of QED Software. This allowed IBI to promptly expand its offer with services expoiting the latest achievements of applied mathematics – both as part of predictive services, approximation inference, and the creation of advanced statistical models.

Read less
Sierra Gorda

A mathematical model allowing for safe increase in the extraction of raw materials at the Chilean open-pit mine belonging to KGHM.

#mining #datascience #environment #modeling
Read more
Sierra Gorda

A mathematical model and data analysis

Sierra Gorda SCM (KGHM), a Chilean open-pit copper and molybdenum fossil mine, has reported the need for a mathematical model showing the extent to which air pollution in the mine’s surroundings is a result of mining activities.

Mathematical modeling and data analysis of the environmental impact of the mine’s operation have allowed to assess the real impact of its extraction for air pollution in the area. This type of analysis is used in the conscious management of the level of extraction, for example to increase it without adversely affecting environmental pollution in residential areas.

Read less
Zoined

A predictive engine for predicting sales and product demand for one of the most interesting business intelligence projects.

#retail #businessintelligence #BI #datascience #predictions
Read more
Zoined

A predictive engine for a business intelligence platform

Zoined is the creator of one of the most interesting business intelligence solutions targeted at retail networks. Their platform allows network owners for an instant insight into a synthetic approach to sales data, as well as convenient analysis reaching the level of individual checkout points. The company wished to enrich the panel and provide its clients with a predictive module to predict sales and demand for their products.

The predictive engine we created has been test-implemented in a nationwide Swedish bakery network and a clothing stores network. The success of these implementations convinced the client to include it in the services offered along with the Zoined Analytics platform.

Read less
SilverWhisper

Expertise regarding the creation of effective and interference-resistant inference algorithms to support customer service departments.

#chatbot #AI #NLP #ML
Read more
SilverWhisper

Inference algorithms for customer service

Contemporary companies in the telecommunications industry are struggling with the problem of rising costs of customer service – especially in the face of the psychological barrier and reluctance of customers to be served by machines. This results in increasing pressure on the cost reduction of call centers’ services, without compromising their quality.

An interesting solution that can be used in every industry in which there is an element of customer telephone service is the product developed by SilverWhisper – an innovative product listening to an ongoing conversation, and based on its context prompting customer service employees and presenting them with materials that they currently need, or will shortly need in the course of their conversation. This reduces customer service time and increases its efficiency – positively affecting customer response and evaluation.

The role of QED Software in the project is to provide expertise on the creation of effective and interference-resistant inference algorithms – the artificial intelligence that is the core of the product.

Read less
Destructive Creations

Implementation of the Grail engine, enabling the creation of advanced behaviors in multi-agent simulation environments.

#gaming #gamedevelopment #AI
Read more
Destructive Creations

Grail engine prototype

The need of Destructive Creation, one of Poland’s most thriving computer game developers, was to create a strong and realistically behaving artificial intelligence for multiplayer.

The solution was to implement the prototype version of the Grail engine in Ancestors Legacy – a solution that enables creation of advanced and easily modifiable behaviors in multi-agent simulation environments (including video games). In addition to the high quality of the product, confirmed by positive reviews and good feedback from players, an additional value we provided for Destructive Creations was relieving their team by fully taking over the AI area.

An additional challenge was the short timeline to implement the project. The need arose at the game usability testing process, taking place during the beta testing phase.

Read less
TrichoLAB

Support for the TrichoLAB development team in creating machine learning mechanisms responsible for digitizing trichoscopic images.

#computervision #ML #datascience
Read more
TrichoLAB

Machine learning for more effective patient examination

TrichoLAB is a unique company – it is one of the few companies in the world dealing in hair and hair follicles research, in a way that combines process excellence with extensive medical and research facilities.

We had the opportunity to support the TrichoLab development team in creating machine learning mechanisms responsible for digitizing trichoscopic images and automatically creating hair and hair follicles metrics. The resulting solution was included in the company’s basic business process, enabling the reduction of patient examination costs on the one hand, and the improvement in the quality of the results of the examination on the other.

An additional element in supporting TrichoLAB was the organization of a data science competition, in which participants solved a specific problem regarding trichoscopic images. For this purpose we used the original Knowledge Pit competition platform.

Read less
SEE MORE
SEE LESS
Clients and partners
Contact us
Let’s talk – you can approach us with any proof of concept!

    The Data Controller with respect to your personal data is QED Software Sp. z o. o. with registered office in Warsaw (00-052), ul. Mazowiecka 11/49, entered into the register of entrepreneurs of the National Court Register, maintained by the District Court for the capital city of Warsaw, XII Commercial Division, KRS: 0000174197, with tax identification number NIP: 5262370692.

    We process your data solely for the purpose of responding to the inquiry contained in the contact form (the grounds for processing data in this case are the performance of the Controller’s legitimate interest in the form of communication with the users of the website). Your data will be processed only for as long as it is necessary to respond to your query, and thereafter it may be processed until the limitation of possible claims.

    The provision of your data is voluntary, however it is necessary in order to reply to your inquiry. You are entitled to request access to your personal data, rectify the same, erase the date or request a restriction of processing, including the right to object to the processing, to transfer your data and to complain to the relevant supervisory authority.