The aim was to boost accuracy and efficiency in assembly line inspections through independent validation of the daily batch of production.
Balancing Speed and Accuracy
The company's in-line inspection system, efficient but inaccurate, fell short despite repeated model tuning. Real-world production conditions and a rigid, speed-focused approach caused incorrect part flagging, posing a challenge in balancing speed without sacrificing accuracy or risking defective product shipments.
Enhanced Production Insights
with Akridata’s Data Explorer
Overlaying Data Explorer’s findings with existing predictions enabled precise human intervention, refined inspection decisions, and reduced errors in part flagging.
Delivering 40% Decrease in False Positives and 30% Reduction in False Negatives
Through the implementation of Akridata's Data Explorer, the pharmaceutical company achieved significant improvements in their assembly line inspection processes.
Leveraging Akridata’s Data Explorer, the pharmaceutical company achieved a notable 40% decrease in false positives and uncovered a 30% reduction in false negatives.
This improvement significantly reduced inventory wastage and prevented the shipment of defective products.
The implementation of Akridata’s solution elevated product quality standards, safeguarding the company’s esteemed brand reputation.
Improved operational accuracy efficiency and reduced recalls while cutting costs.