Companies automate the parts that are commodity. On messy product work (drifting specs, integration, liability), human + AI + good process > AI alone. The machine proposes; the human sets goals, constrains risk, writes/reads tests. That combo ships faster and with fewer costly mistakes than letting an ai free-run.