Use accepted output, not nameplate speed
The business case should use the good packs that reach the agreed boundary during planned time. It should include the effects of feeding, replenishment, inspection, rejects, case handling and downstream stops. A faster individual machine does not create the same benefit if another stage constrains the complete line.
Separate labour removal from redeployment
Automation may remove repetitive handling while retaining people for material loading, quality checks, changeovers, cleaning and supervision. Record whether labour is genuinely removed from the cost base, redeployed to another value-adding task or retained to support higher output. Do not count all three as separate savings.
Value quality only when the control changes
A quality benefit should be connected to a specific improvement such as controlled filling, closure verification, code inspection or reject confirmation. Use current reject, giveaway, rework or complaint evidence where available. Avoid assuming a percentage reduction without a technical mechanism and an agreed measurement point.
Include lifecycle costs
Allow for planned maintenance, critical spares, software backups, operator and engineer training, utilities, consumables and foreseeable obsolescence. A lower initial quotation can produce a weaker investment case if essential integration, support or acceptance work is excluded and later purchased separately.