Define personas from data, not stereotypes; capture goals, behaviors, and motivations.

Use interviews, observation, and analytics to cluster real users into actionable personas.

Map journeys with clear scope, stages, and four-layer steps focused on user acts.

Identify friction points, categorize pain, and spot opportunities for automation.