Automation is often misunderstood as "replacing people." In reality, on egg filling, steamed egg forming, or filling production lines, machines handle dosing, forming, and highly repetitive actions. The steps requiring human judgment and intervention become more concentrated: incoming raw material inspection, finished product appearance and weight sampling, equipment fault troubleshooting, and line changeover adjustments for different product specifications. When planning manpower, buyers should work backward from "the minimum number of people with specific skills needed per shift" rather than directly applying old headcount numbers to the new line.

Comprehensive training typically covers: machine structure and safety device explanation, operation panel and parameter settings, daily cleaning and maintenance schedules, common fault troubleshooting procedures, and hands-on trial runs with actual products. Buyers should require the equipment supplier to complete "hands-on machine operation by operators" before delivery, not just verbal explanations, and obtain corresponding operation manuals and maintenance documents. For overseas plants such as those in Thailand, training materials and on-site translation support should also be agreed upon in advance to avoid misoperation due to language gaps.

First, how many of the existing staff are expected to transition to new roles and how many need to be newly recruited. Second, whether the plant has already planned a training area or trial production space. Third, in a turnkey project, the training hours, maximum number of trainees, and the follow-up contact window. Discussing these three items together with the quotation can avoid subsequent additional costs and delays in the launch schedule.