Growing companies accumulate friction between people, processes, data and systems. The symptom often looks like rework, delays or low visibility, but rarely reveals the relevant cause on its own.
Starting with a tool creates an answer before there is a well-formed question. Diagnosis must show where capacity is being consumed, which impact deserves priority and what must change in the process.
Technology comes after that scope. Software, automation and AI are different means for removing different constraints. A responsible decision explains why the intervention should create value and how that value will be measured.