Redesign how work gets done.

Map a real workflow, define the right role for people and AI at every step, and make accountability explicit before implementation begins.

• Map 3–12 workflow steps
• Clarify human and AI roles
• Identify implementation gaps

The mapper provides a structured starting point. Final workflow design requires business, technology, risk and people validation.