Quality Control at a Packaging Plant

Cameras above the conveyor inspect every unit and send a rejection signal when a defect is found.

inspection of every unit on the line

Challenge

Line speed prevents an inspector from checking every unit. Print defects, creases, and seam issues need to be found before a batch is packed.

01
Collect and label defect examples with manufacturing process engineers.
02
Use a test recording to select cameras, optics, lighting, and the processing location.
03
Send a defect signal to the line and retain statistics by shift and batch.

Demand and churn forecasting, scoring, recommendations, anomaly detection.

Quality control on the line, document recognition, video analytics.

document validation before loading into 1C

Waybills and invoices arrive from email and scanners, pass validation, and are loaded into 1C.

a forecast for each item and store

A weekly forecast is calculated for each store and item using promotions, holidays, and seasonality.

a prioritized list for the retention team

The CRM receives a list of customers at high cancellation risk and a possible reason.

Describe the task. After reviewing it, we will propose a call and a list of materials for an initial assessment.