AI's enterprise impact depends on underlying systems

Artificial intelligence is rapidly transforming enterprises, reshaping functions, roles, and workflows across all sectors. However, the true impact of AI is not solely derived from the technology itself, but from the underlying systems that support its implementation and operation. A new class of organizations is emerging, defined by their ability to effectively integrate AI into their operational infrastructure. Success in this new business era will depend on how well companies adapt their systems to leverage AI's capabilities, rather than solely focusing on the AI models themselves.