High-Frequency Pricing at Scale for E-Commerce

In three linesZalando deploys high-frequency algorithmic pricing system for 5M+ articles during sales campaigns. Forecast-then-optimize architecture combining gradient boosting and multi-objective optimization. A/B tests across 12 markets (2023-2024): +6% profit, decision time reduced from hours to minutes.

Summary generated by Claude — human-verified