Predictive maintenance with IoT and Machine Learning

Collection of machine sensor data and Machine Learning models to anticipate equipment failures, reducing unplanned downtime and maintenance costs.

The challenge

The client needed to consolidate scattered data and gain real-time visibility over operations to support faster, well-grounded decisions.

The solution

bConcepts designed and implemented an end-to-end data platform, with robust modeling, interactive dashboards and reporting automation, alongside training for internal teams.

Results

Measurable impact on efficiency, costs and decision quality within a few months of launch.