Manufacturing MANUFACTURING AUTOMATION SYSTEM

Forgeworks

Forgeworks project

THE CHALLENGE

Forgeworks had limited visibility into production, manual quality control processes, and frequent equipment downtime that disrupted operations.

OUR SOLUTION

We built a comprehensive manufacturing automation system connecting production lines, quality control, and predictive maintenance with real-time monitoring and AI-powered insights.

KEY RESULTS

28%
increase in throughput
62%
reduction in defects
3.5×
faster changeovers
94%
equipment uptime

TECHNOLOGY STACK

Python React IoT Azure TensorFlow Time-series DB

PROJECT TIMELINE

11 months

TEAM

13 engineers, 2 designers, 1 product manager

"We went from reactive to predictive. The system catches problems before they happen."
Robert Martinez
Plant Manager, Forgeworks

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