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Industrial IoT•2024•Client: TechnoBuilt Industrial

Manufacturing Intelligence

“No visibility into production metrics, unpredictable downtime.”

65%
Downtime Cut
4 Months
ROI Timeline
22%
Efficiency Gain

Legacy Manufacturing Bottlenecks

Before engaging Maysan Labs

  • No visibility into real-time production metrics
  • Unplanned downtime detected too late — costly delays
  • OEE tracking done manually on paper logs
  • No predictive maintenance — reactive only
  • Siloed data across plant floor systems

Performance Comparison

Unplanned Downtime

BeforeFrequent
After65% less

Maintenance

BeforeReactive only
After48hr predictive

OEE Tracking

BeforePaper logs
AfterReal-time

The Challenge

No visibility into production metrics, unpredictable downtime.

Technical Implementation

IoT platform with predictive maintenance 48 hours ahead.

Project Timeline

1

Sensor Audit

3 weeks

Assessed 500+ machines, identified data sources and integration points

2

IoT Pipeline

5 weeks

MQTT broker cluster, real-time stream processing with Python

3

ML Models

4 weeks

Trained predictive maintenance models on 2 years of historical data

4

OEE Dashboards

3 weeks

Real-time dashboards for plant managers, supervisors, and operators

5

Full Deployment

3 weeks

Rolled out across 3 plants, integrated with existing MES and SCADA

Results in Detail

TechnoBuilt Industrial gained complete visibility into its manufacturing operations. The predictive maintenance models now provide 48-hour advance warning of equipment failures, reducing unplanned downtime by 65%. Overall Equipment Effectiveness (OEE) improved by 22%, and the system paid for itself within 4 months through avoided downtime and increased production throughput.

Operational Impact

  • 65% less unplanned downtime.
  • Real-time OEE tracking for leadership.
  • Simple dashboard for all teams.

“For the first time, we have complete visibility into our production floor. The predictive maintenance alone has saved us millions in avoided downtime.”

Vikram Singh

Director of Manufacturing, TechnoBuilt Industrial

Technologies Used

TypeScriptPythonMQTTMongoDBAzure

“For the first time, we have complete visibility into our production floor. The predictive maintenance alone has saved us...”

Vikram Singh

Director of Manufacturing, TechnoBuilt Industrial

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