Understand the system as it is
Think in systems and layers, not in stacks
Map every workflow and tool, layer by layer
Treat stakeholders as clients: learn what they need
Turn discovery calls into stakeholder insights with AI
Diagnose the system to spot gaps and opportunities
Color‑code the system map: manual, automated, broken
Seen as the strategic partner
Your system baseline, with its diagnosis







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