Highlights of the Case Study:
|Client||A major manufacturer was finding it difficult to achieve safety compliance in logistics, production, and among workers.|
|Business Challenge||Our client wanted to manage and monitor its complex workforce, logistics, and manufacturing safety adherence.|
|Impact||Quantzig offered the client a video analytics solution that enhanced accuracy, eliminated product defects, and provided a holistic view of the manufacturing process.|
Game-Changing Solutions for the Manufacturing Sector
First we need to understand the role video analytics solution plays in the manufacturing sector. The global demand for manufactured goods is increasing, and a fresh set of challenges regarding safety and security compliance are hampering the growth of the manufacturing industry. As operational and security requirements evolve, AI-enabled smart cameras offer a unique way to control and monitor safety measures for the workforce as well as streamline process flow in the logistics and manufacturing operations. Smart cameras make the workforce, logistics, and production processes smooth. They help to improve operations within manufacturing facilities, benefiting businesses, employees, and customers. Video analytics solutions help achieve operational, logistics, and workforce security and safety compliance, ensuring the efficiency of the entire value chain. Video analytics solutions are fixed, framed, and written to execute a specific task in a pre-determined manner.
The Challenges of the Client
Our client is a major manufacturer with a presence across multiple industries. However, the client wanted to manage and monitor its large and complex workforce, logistics, and manufacturing safety adherence. The client was struggling with non-compliance with safety procedures that were undetected, resulting in rising worker force casualty, delayed detection and response time of critical tasks leading to recurring losses, and increasing laceration cases due to machine failure during the production anomalies undetected by human moderators.
The client approached Quantzig for tailor-made video analytics solutions capable of monitoring safety compliance in logistics, production, and among workers. The client also wanted to monitor its large and complex workforce, logistics, and manufacturing safety adherence.
The bespoke video analytics solution provided by Quantzig helped our client not only meet their requirements, rather surpass them in every way.
Quantzig’s Video Analytics Solution for Manufacturing
Quantzig experts deployed an AI-driven video analytics solution that processed videos from cameras and machine learning ML-based specific algorithms that performed security and safety-related functions. The video analytics solution includes the use of fixed algorithm analytics, facial recognition technology, and AI learning algorithms. The solution created by our experts detected and alerted any unwanted or suspicious behavior in the viewing field of the camera, and the algorithm alerted the workers. The client used the video analytics solution to monitor compliance with respect to logistics operations, production quality and employee safety.
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Impact Analysis of Quantzig’s Video Analytics Solution in the Manufacturing Sector
The solution offered by Quantzig helped the client to manage and monitor its large and complex workforce, logistics operations, and manufacturing quality. In addition, our video analytics solution enabled our client to identify license plates and control unauthorized entry and exits of vehicles. Besides these benefits, Quantzig’s solution impacted the client’s business in the following ways:
- Cost cutting – Reduced unnecessary spending on hiring operators, which helped to decrease operating costs and increased margins
- Time management – Real-time video monitoring that quickly detects any disturbances and alerts production managers
- Inventory management – Helped in the management of large and complex inventories in warehouse facilities
- Risk management – Decreased perilous exposure to chemicals
- Theft control – Helped in the prevention of break-ins and thefts
- Productivity – 24×7 monitoring improved timely attainment of production targets and reduced wastage
Quantzig’s video analytics solution helped the client to manage and monitor its large and complex workforce, logistics, and manufacturing safety adherence. We offered video analytics solutions that helped the client enhance accuracy, eliminate production defects, and offer a holistic view of the entire manufacturing process by detecting faults that are unidentified by operators but hugely impact safety and overall efficiency. Our solution enabled the client to monitor whether the staff was complying with the safety norms. We were able to help the client detect intentional non-compliance with safety procedures, improve the response time of critical tasks, and decrease laceration cases.
A Broad Perspective on the role of Video Analytics Solutions in the Manufacturing Sector:
Over the last few years, the use of video analytics has grown significantly in the manufacturing industry due to the rise in the number of manufacturers struggling with monitoring complex workforce, logistics, and manufacturing safety adherence. ML algorithms work to identify anomalies by using data and processing real-time streams captured by cameras. Video streams are analyzed frame-by-frame with the treatment of slices as a unique image processed by the algorithm to ensure a faster response.
Video analytics solution is programmed to detect personal protective equipment (PPE) violations and activate the alert function of the system that sends an update to the application’s front end. Manufacturers can act upon the alert and make a corrective call to gradually adjust and improve the system so that the employees are trained for process corrections. Therefore, manufacturers have started implementing video analytics solutions to monitor workforce efficiency, track compliance with safety norms, and increase overall efficiency.
- Improved monitoring of workforce and logistics
- Improved monitoring of safety compliance
- Reduced workforce casualty
- Reduced costs and increased margins
- Improved time management, risk management, and inventory management
- Improved productivity and reduced wastage
- Prevention of break-ins and thefts
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