Further explanation:

The current process relies heavily on manual weighing, handling, and operator judgement, taking approximately 4–5 hours per day. Automation is intended to free up skilled operators from low-value, repetitive tasks and redeploy them to higher-value activities rather than reduce headcount. The process today is sensitive to operator variability, which can lead to inconsistencies in weighing, sequencing errors, and occasional quality deviations requiring QC intervention. Improving consistency to a stable ±1% without overfill is critical to reduce waste and rework. There are also operational constraints around maintaining correct batch sequencing with the polymer loading / supply process, including handling fast-track orders. Automation should ensure 100% correlation between weighed ingredients and the corresponding works order, eliminating mis-sequencing risks. From a safety and working environment perspective, the task involves repetitive manual handling of totes and exposure to a dusty environment. Automation is expected to reduce ergonomic strain, manual handling risks, and operator exposure while maintaining compliance with existing safety practices. Overall, the objective is to increase process reliability, traceability, and scalability, while supporting future volume growth and enabling potential rollout to other weighing areas as part of a broader automation strategy.