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Data & Analytics
FactoryMind: IoT Dashboard
Client
TechMech Solutions
Timeline
11 Months
Node.jsInfluxDBMQTTReactGrafana API
Primary Result
90% Downtime Reduction
The Challenge
Understanding the Friction.
Each hour of machine downtime was costing the factory over $50,000 in lost revenue.
Project Goals
- 01.Monitor 5,000+ sensors with <100ms latency
- 02.Predict machine failure with 85% confidence
- 03.Automate maintenance tickets via Jira integration
The Blueprint
Our strategic Protocol.
01
Sensor Integration
Deploying MQTT gateways across the factory floor.
02
Stream Processing
Engineering the InfluxDB core for time-series data.
03
UI/UX
Designing high-contrast dashboards for floor managers.
Business Impact
Quantifiable Velocity.
90%
Downtime Reduction
85%
Prediction Accuracy
-50%
MTTR Reduction
“We don't react to problems anymore; we prevent them. FactoryMind is the heartbeat of our facility.”
E
Elon Tusk
Plant Manager @ TechMech
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