SoftServe’s manufacturing experts team provides professional services to help you gain valuable insights from your factory data through a pilot AI/ML Machine Anomaly Detection solution. This offering is designed to showcase the feasibility and benefits of anomaly detection within your organization, aligning with your overarching objectives.

This pilot solution offers several key benefits: • Monitor Critical Equipment: Gain real-time insights into the health of your equipment by identifying unplanned operational anomalies • Improved Process Control: Leverage anomaly detection insights to optimize process parameters and settings, leading to consistent product quality and increased yield • Actionable Alerts: Receive timely alerts on detected anomalies to enable quicker and more informed decision-making

The pilot solution focuses on the following key areas: • Factory Asset Selection: Our team will collaborate with you to identify a critical factory asset for monitoring, with up to eight key tag variables to be tracked • AWS Infrastructure Setup: We will build an infrastructure on AWS to ingest data from your programmable logic controllers (PLCs) using Amazon IoT SiteWise • Machine Anomaly Detection with Amazon Lookout for Equipment: We will configure Amazon Lookout for Equipment to analyze sensor data and detect abnormal equipment behavior • SiteWise Dashboard Creation: Our team will develop and configure a dashboard within Amazon SiteWise Monitor to display equipment KPIs and anomaly detections, providing a clear visualization of your asset health

By leveraging SoftServe’s expertise you gain valuable insights from your manufacturing data, optimize processes, improve product quality, and make data-driven decisions for your business.