PolyML offers in the area of automated manufacturing based on ML. Our technology is a Machine Learning platform that analyzes streams of production data being generated by manufacturing equipment such as a stamping press. Using predictors created by our ML platform we monitor sensor data in real-time for patterns to signal a need for maintenance before a breakdown occurs. We aim to develop technology, market and sell to large scale manufacturing such as auto and trucking sector, aerospace, and other manufacturing industries. Predictive Maintenance, in particular imminent fault detection, is a high priority for manufacturing companies in Canada and worldwide due to the need to improve efficiencies that can lead to higher margins and preventions from costly downtime. Many manufacturing companies have budgeted for predictive analysis. We have over 100 human-years technology experience that can be extremely valuable to these groups.
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