MachineMetrics is an AI-driven Manufacturing Operations Platform purpose-built for discrete manufacturers running automated machining environments. MachineMetrics connects to any machine regardless of make, model, or age, combining real-time machine data with operator context and ERP systems to close the execution gap between what was planned and what actually happens on the shop floor. For manufacturers implementing a modern, AI-powered MES or augmenting an existing system, MachineMetrics delivers work order management, production scheduling, OEE analytics, and downtime tracking on a single platform. Auto Job Match identifies running jobs and creates ERP-synced labor records automatically. Max AI embeds intelligence into daily shift workflows, including handovers, alarm resolution, and tool life management. MachineMetrics integrates natively with leading ERP systems and connects to more than 1,000 machine controller types. The path to value is measured in days, not months.