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Manufacturing

AI Video Monitoring System Improves Quality Control and Laboratory Compliance in Ice Cream Production

Deployed a real-time computer vision system to monitor milk handling procedures, laboratory compliance, and production line quality across an industrial ice cream manufacturing facility.

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32%
Reduction in process violations in milk preparation
24/7
Automated monitoring across milk intake, laboratory, and production lines
28%
Faster detection of production anomalies and defective products

Client Overview

Industry: Food Manufacturing (Ice Cream Production)
Core business: Large-scale ice cream production and packaging
Employees: 350+
Geography: Eastern Europe
Systems integrated: CCTV monitoring system, laboratory quality control logs, production line sensors

AI Video Monitoring System Improves Quality Control and Laboratory Compliance in Ice Cream Production overview

Challenges

Supervisors relied on manual observation to ensure proper milk mixing and handling procedures

Worker identity verification and laboratory protocol compliance (gloves, vial handling) were not consistently monitored

Counting ice creams and detecting defective products required manual inspection

Solution

Computer vision models detect incoming milk delivery trucks and automatically initiate monitoring workflows

AI models detect workers and identify the stirring stick used to mix milk, calculating how many times the milk is properly shuffled according to production protocols

Face recognition identifies laboratory workers entering restricted zones

Detection models verify:

Business Impact

Milk preparation procedures became measurable and enforceable through automated monitoring

Automated worker identification and PPE detection improved compliance with laboratory protocols

Early anomaly detection minimized defective products reaching packaging stages

Our Clients Say

“Overall, I was very satisfied with the work. Omnicode . The team managed the project well, delivered on time, and was AI completed a responsive to our needs. Their strong technical expertise and business understanding were key to the project's success.”
DENZEL HANKINSON, CEO
DHInfrastructure, USA
“Omnicode throughout the project, and collaborated closely with us. We have received a system that works flawlessly and is welldocumented. AI delivered a fully functional solution, communicated well Their deep knowledge of AI and machine learning really stood out.”
TOBIAS GEMPERLI, CEO
Milk Interactive AG, Zurich, Switzerland
“Omnicode engagement. next-generation generative AI demonstrated excellent project management throughout the They delivered scalable, production-ready solutions using AI technologies. The team was highly responsive, adaptable to changing requirements, and maintained strong communication at all stages.”
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Strontium Corporation / COO, ECE Software, Canada
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Danor Digital Inc
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