When a major retail chain’s inventory management system failed during Black Friday 2023, it wasn’t just a technical glitch—it was a $2.3 million lesson in why traditional automation falls short. Their rule-based system couldn’t adapt when supplier delays coincided with unexpected demand spikes, leaving warehouses overstocked with slow-moving items while bestsellers sat on backorder. The… Continue reading AI Agent Development: Systems with Decision-Making Capabilities