Which steps should AI handle, which should people handle, and which should the system handle?

Give fixed rules and data movement to normal software, language-heavy or pattern-based assistance to AI, and judgment, accountability, or sensitive decisions to people. Design the handoffs explicitly so each type of work goes to the right layer.