Man Meets Machine: How AI & Human Experience are Key to Successful Product Introductions

Despite AI being able to synthesize large datasets, it falls short when it comes to effectively forecasting new products where little relevant information is available. AI’s inability to manage demand uncertainty and adapt to changing scenarios is what inspired my Hybrid Human-AI Forecasting Framework. This approach combines Demand Planners’ real-world expertise and strategic insight with AI’s gathering and analysis of emerging responses to the product to better manage uncertainty, compressed product life cycles, and limited historical ...