With AI evolving at breakneck speed, many organizations feel pressure to adopt tools before defining a clear starting point. But successful AI initiatives don’t begin with vendors or technology—they start with identifying real operational friction. By focusing on where processes break down, aligning ideas to measurable business value, and applying AI to improve how work actually gets done, companies can move beyond experimentation and toward meaningful impact.