Executive Summary Symbiotic Automation Systems (SAS), a 25+ year industrial automation leader and Siemens-authorized system integrator , identified a critical gap: its manufacturing clients collected rich process data but had no real-time analytics tools. Previously, operators exported batch data to spreadsheets for manual analysis, making it slow to spot trends,...