FAFactoryIQ
Industry 4.0 · R&D

Predictive maintenance system

A predictive-maintenance system that cuts unplanned downtime using IoT telemetry and ML forecasting.

AI & Machine LearningBackend DevelopmentCloud & DevOps
factoryiq.softwareinsight.com
FactoryIQ
About the company

Who we worked with

FactoryIQ equips manufacturers with smart-factory tooling to reduce costly, unexpected equipment failures.

Client
FactoryIQ
Industry
Industry 4.0
Technologies
R&D, Artificial Intelligence
Category
Industry 4.0 · R&D
Our work

The solution we delivered

We built an IoT data pipeline and ML models that forecast equipment failures before they happen — reducing unplanned downtime by 28%.

Services

  • AI & Machine Learning
  • Backend Development
  • Cloud & DevOps

Tech stack

PythonKafkaTensorFlowAWS

Impact

-28%
unplanned downtime
IoT
sensor telemetry
ML
failure forecasting
Inside the product

Project screenshots

01 / 03
FactoryIQ
Plant overview
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