AI and data-driven applications enable a holistic, near-real-time view of the entire retail business — demand, supply chain, distribution, customer interaction, market dynamics, and emerging trends. — Consumers expect the best experience at the lowest price, while Retailers compete on multiple fronts. The growing, intense competition puts extreme pressure on prices and raises expectations regarding the fast delivery of goods and the overall user experience.