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Manufacturing|2023
Smart factory solution with predictive maintenance capabilities
Deployed IoT infrastructure across 50+ manufacturing facilities with AI-driven predictive maintenance.
IoTAIIndustry 4.0
CLIENT
OurCNC
INDUSTRY
Manufacturing
RESULT
45% reduction in downtime
YEAR
2023
// THE CHALLENGE
Understanding the problem
OurCNC faced unpredictable machine failures causing costly production delays. They needed real-time visibility across their global manufacturing network.
// OUR APPROACH
How we solved it
Deployed edge computing nodes at each facility, implemented custom ML models for failure prediction, and built a unified monitoring platform with alerting.
// THE OUTCOME
Results & impact
Unplanned downtime reduced by 45%. Maintenance costs decreased 30%, and production efficiency improved 25% through optimized scheduling.
// TECH STACK
PythonTensorFlowAWS IoTTimescaleDBGrafanaReact
Key Result
45% reduction in downtime
// DELIVERABLES
What we built
Factory Dashboard
Factory Dashboard
Real-time factory monitoring
Asset Tracking
Asset Tracking
Global asset location tracking
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