Archie's chatbot can now create items, jobs, vendors, purchase orders, customers, attachments, notes, corrective and preventive actions (CAPAs), nonconformance reports (NCRs), and work orders directly from a conversation, and confirms before creating a work order. It can also edit a job's materials, letting you preview, update, or remove them, and place a newly added job operation anywhere in the routing order, not just after an existing step.