We have created a portfolio of cutting‑edge products and services driven by advanced research, hypothesis testing, and rapid prototyping. Our R&D projects leverage AI, in‑house machine learning models, Big Data, and other Industry 4.0 technologies, delivering measurable results to industry leaders in retail, FMCG, and banking.
Explore our white‑label solutions and see how we can transform your ideas into pioneering technological innovations that fuel your business growth.
Unreal Engine and video streaming in virtual store space simulations
2020 – present
We embraced the challenge of transitioning consumer behavior research into the virtual realm.
Our team developed a 3D store visualization app that tracks consumer reactions to price changes, packaging, and product advertisements—before they are introduced in physical stores. Using Unreal Engine 5 game engine and video streaming, we built a powerful tool for data‑driven decision‑making.
Collaborations with research centers ensure the efficiency and accuracy of the research process, empowering our clients to make informed business decisions based on precise consumer insights.
Technologies: Unreal Engine 5, Pixel Streaming, PHP, PostgreSQL, MySQL, React, Django, Laravel, Lumen, Symfony, Google Cloud Platform, Kubernetes
Computer Vision in assessing promotional materials’ effectiveness
2021 – present
One of the world’s largest beverage producers sought to automate the assessment of packaging designs and point‑of‑sale (POS) materials before launching them in physical stores or on e‑commerce platforms.
We partnered with the client from the concept stage, validating assumptions and selecting the right technologies. Through our R&D efforts, we developed an innovative diagnostic tool powered by Computer Vision algorithms, fully aligned with the client’s vision and business goals.
The client’s confirmed operational efficiency gains encouraged us to build a demo version of the application, leading to long‑term collaborations with other clients.
Technologies: Django, Django REST framework, Docker, GitLab CI, Google Cloud Platform, TypeScript, React, Next.js, Celery, RabbitMQ, OpenAPI, Swagger, OpenCV, Kubernetes
Linear optimization in product shelf placement
2020 – present
A major Polish food producer needed to optimize product placement on store shelves.
In response, we analyzed the principles of linear optimization and built custom software that automates the creation of planograms.
Our innovative solution significantly reduces the time required for planning product placement and maximizes retail space efficiency, driving an increase in sales.
Technologies: Python, SciPy, TypeScript, Node.js, Docker, Google Cloud Platform
AI in video ad production with actor participation
2023 – present
A client in the financial services sector aimed to streamline the production of personalized video ads to boost campaign effectiveness.
We used artificial intelligence to first train the campaign ambassador’s voice and then synchronize his lip movements with the audio track.
The result? We created over 600 variations of the video ad, saving hundreds of hours of work for the film crew and the actor.
Technologies: Python, Audacity, DaVinci Resolve, Voice Lab (ElevenLabs), Wav2Lip (Stable Diffusion), DeepFaceLab
Big Data in detecting threatening trends online
2020 – present
The goal of this project was to detect emerging online narratives before they went viral.
Through comprehensive R&D, we developed an application that scans social media platforms, aggregates massive data sets, and delivers daily reports.
Organizations using our technology can now swiftly identify and counteract negative narratives, mitigating threats to public safety or brand reputation before they escalate.
Technologies: Django, Docker, GitLab CI, Google Cloud Platform, Kubernetes, Apache Airflow, Elastic, Kibana, OpenAPI
