Machine Data Exploration and KPI Development

Phase IData Engineering
Phase IIVisualization Prototyping

IoT Analytics

Our advanced manufacturing client had recently acquired data from newly purchased machines for their production lines. For the first time, their team was looking at the potential to turn semi-structured machine data into insights that could help the enterprise. They asked, “Where do we start and what are we looking for?”

Collâgiate Analytics prepared the data and iterated on data structures that would lead to intuitive translation of its insights. After interviews with business constituents, we developed KPIs from the available data to replace the manually constructed guesswork being siloed within independent teams. We designed a series of custom dashboards representing fully productionized views of insights: Daily stats for mobile reporting; New real-time machine state and cycle reports with OEE alerts; The Lemon Report (under-producing machines).