High-Frequency Point-of-Sale Signal Processing and Inventory Trigger Intelligence: AI-Powered Demand Sensing Architectures for Retail Supply Chain Responsiveness. Cybersecurity & Net. Def. Research 2025, 5 (1), 1-8.