Assistant: Our neural network analyzes what is happening on the screen and automatically finds all the relevant information that can interest the user: Who is on the screen? Where to buy the suit, like the one Bella Hadid is wearing? Who is the director? How was casting going? Sarafan Virtual Search Assistant answers any user’s question and enriches video content with contextual information and shoppable functionality. This helps to set the offerings apart from the competitors and reduce the number of subscriptions cancelations. For those services that use advertisement models, we help to insert the ads into commercials, making advertisements more enjoyable to watch. II. Video Recognition Tools for different types of businesses: Sarafan.AI model learns the new object category recognition in 2 months. It brings immediate cost-saving impact in the area of production effectivity, lost prevention, and labor security.