Artificial intelligence

We develop artificial intelligence systems from scratch — without dependency on OpenAI, Google or other foreign platforms. Proprietary algorithms, proprietary models, deployed on your infrastructure.

Our flagship AI product is RAZUM: the first self-learning AI without external libraries, built entirely from scratch. We apply our RAZUM experience to enterprise AI solutions for clients.

What's included

• ML model development and training
• Computer vision (classification, detection)
• Natural language processing (NLP, NER)
• Predictive analytics and forecasting
• Recommendation systems
• Anomaly detection and fraud prevention
• RAZUM platform integration
• On-premise deployment
• MLOps and model maintenance

FAQ

Why not use ready-made AI platforms?

Foreign AI platforms create vendor lock-in, require sending data to foreign servers and are incompatible with Russian regulatory requirements. We build autonomous solutions on your infrastructure.

How much data is needed for training?

For image classification — a few thousand examples. For NLP — tens of thousands. We help with data labeling and apply transfer learning for small datasets.

How do you integrate AI into an existing system?

We develop a REST or gRPC API for the model and integrate via event-driven architecture. We support A/B testing of models and gradual rollout.

Can AI be deployed on-premise?

Yes, that's our preferred approach. On-premise deployment ensures full data confidentiality and independence from cloud providers.

What is the RAZUM platform?

RAZUM is our proprietary AI platform with unique self-learning algorithms and no external dependencies. We can integrate RAZUM technologies into your product.

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