Business Challenge:

Across industry sectors, companies are under pressure to adopt AI to stay competitive, yet many struggle to translate its potential into measurable business value. The biggest roadblock is often not the technology itself, but the inability to identify the right AI use cases aligned with strategic objectives. Organizations frequently face unclear priorities, complex or undocumented processes, fragmented or low-quality data, limited internal AI expertise, and cultural resistance to change. Without a structured approach, AI initiatives risk becoming distracting experiments rather than transformational tools. When properly focused, however, AI can drive significant value by improving efficiency, reducing costs, enhancing customer experiences, and creating new growth opportunities.