What is automated, where AI helps, who signs off
Automation for the routine. A person on every decision that matters.
The reliable spine
The consolidation and the at-risk rules carry the value: the order book, brand schedules, artwork-approval status, machine availability and dispatch status are pulled into one screen, and schedule-versus-capacity conflicts and slipping jobs are flagged against OTIF.
Where AI helps
AI is confined to reading the scattered inputs (portal updates, emails, WhatsApp messages, approval notes) and matching them to the right job so the screen stays current; it warns, it never changes the schedule or commits a date.
Who signs off
The planner owns the plan and decides the schedule, and a named person signs off any date or commitment made to the customer.