Onebeat created an AI-driven retail technology that uses short-term predictions to translate customer behavior into real-time day-to-day actions that maximize sell-through and overall sales. With AI algorithms we optimize the whole retail process, all the way from initial product allocation to replenishment to liquidations. We break the problem down into basic attributes, then adjust the amount of inventory in different retail segments such as fashion, luxury goods, consumer electronics, DIY, and more. We already optimized more than $11 billion in inventory value in over 55,000 points of sale across well-known brands in Europe, the US, APAC, and Latin America.