Engineering honesty
Before work starts, we discuss whether the task can be solved and what result is realistic. We do not promise what cannot be verified.
Company / About
2019
year founded
100+
engineers and researchers
100+
completed projects
30+
research publications
15+
intellectual property items

Head office and R&D center · Barnaul, Forum Business Center
We are a team of researchers and engineers that takes scientific work all the way to industrial operation. We design, build and support entire systems: from hardware and embedded software to AI models, cloud and applications.
Before work starts, we discuss whether the task can be solved and what result is realistic. We do not promise what cannot be verified.
Before we start, we agree on the metric by which the client will accept the result. A stage closes with an effect, not a report.
A weekly status on timeline, budget and risks. Code, models and documentation are handed over together with the result.
We test hypotheses on the client's data before proposing an architecture.
2019
The team starts as an applied R&D lab in speech and face biometrics. It publishes research papers and takes part in international challenges and conferences such as NIST, ASVspoof, SPECOM and Interspeech. It develops computer vision and biometrics AI models for the international market.
Core technologies our teams work with
Backend
Frontend
Mobile
Data and warehouses
Data flows and integrations
API platform
Machine learning
LLMs and agents
Vision and speech
MLOps and labeling
Infrastructure
Clients
Sber · Yandex · Rostelecom · Surgutneftegas · MOEK · Nestlé · Teboil ·
Startups in the portfolio
trackshot.pro · huupe · conbo · pathr · urbanchain · icom
Cloud partners
Cloud.ru · Yandex Cloud