Based on the latest ML / AI architectures, we build high-performance systems for automatic image analysis. Additionally, we introduce proprietary blocks to increase the speed and accuracy of recognition. We combine various ML / AI systems into hybrid architectures, enabling the distillation of information on many levels, which ultimately allows for accurate image / video description, e.g. advertising auto-categorization: brand, product, category.