AI is not the starting point but the outcome of transformation; companies must first build strong data infrastructure to unlock meaningful, long-term value.Most companies are still in “Automation 1.0,” using AI mainly to speed up existing processes rather than drive smarter decision-making or competitive advantage.True AI transformation requires shifting from rule-based automation to data-driven, probabilistic […]
