A global manufacturer struggling with reactive maintenance due to siloed IoT sensor, ERP, and maintenance data transformed its operations by partnering with Mutually Human and adopting Microsoft Fabric, a unified data and analytics platform that consolidates fragmented data into a centralized lakehouse and automates pipelines. Within a 90-day proof of concept, Fabric integrated over 15 TB of data, enabled near-real-time model risk scoring for 200+ assets via Azure Machine Learning, and delivered interactive Power BI dashboards. Rolling the solution out to multiple plants cut unplanned downtime by 32%, lowered maintenance costs by 18%, slashed data prep time by 86%, accelerated deployment, improved user adoption, and strengthened governance—shifting the company from reactive to predictive m

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