Successfully implementing intelligent systems requires a well-defined strategy. Many organizations are exploring different pathways, ranging from phased adoption—starting with limited projects—to broad transformations. A key aspect is identifying precise business needs that AI will effectively solve. Additionally, it’s vital to emphasize data