A Closer Look at the AI Adoption Stages Behind Enterprise AI Success

Enterprises progress through five common AI adoption stages, from scattered tool use to full integration in business systems. Success depends more on organizational change at each stage than on specific AI models or vendors. Many companies stall at various points, limiting their AI program's impact.