Guidewheel

Guidewheel provides a manufacturing operating platform that connects factory equipment data with software and manufacturing expertise. Its FactoryOps platform is designed to help manufacturers understand machine performance, identify operational priorities and apply improvements across shifts and plants. The company says it serves more than 500 manufacturers, ranging from mid-sized facilities to Fortune 500 operators.

The platform gathers machine signals and combines them with operating context entered by factory teams. Non-invasive current sensors can provide visibility into running, idle and stopped machine states without requiring a programmable logic controller (PLC) integration as the starting point. Depending on the operation, customers can add measurements such as temperature, pressure, humidity, flow or production data. Guidewheel also offers supported integrations and an open API to connect relevant information with existing business systems.

FactoryOps capabilities include downtime tracking, overall equipment effectiveness (OEE) and production monitoring, cycle-time comparisons, alerts, reports, scoreboards, operator tools, energy insights and AI-powered anomaly detection. Teams can record reasons for downtime, review patterns and use shared performance information in daily meetings and shift handoffs. Guidewheel describes its AI software and manufacturing specialists as helping customers identify opportunities and decide which action to investigate or prioritize; factory personnel remain responsible for applying operational changes.

The intended customers are manufacturers seeking improved visibility and more effective use of existing equipment and people. Guidewheel publishes industry information for plastics and packaging, food and beverage, steel and metals, automotive, construction and building materials, and consumer goods. Its platform is intended for use by operators, supervisors, plant managers and manufacturing leaders, including organizations comparing machine and plant performance across multiple facilities.

Guidewheel’s company account describes its origins in energy management. According to its published history, customers also began using its early tools to track downtime, manage machines and improve shifts, and that feedback helped shape the broader manufacturing platform. CEO Lauren Dunford’s prior experience in food production informed the company’s focus on factory-floor needs. She partnered with CTO Weston McBride to build the business.

The company states that its mission is to help factories reach sustainable peak performance using the equipment and people they already have. Guidewheel frames its work around connecting machine data, guiding teams toward a high-value next action and helping extend effective practices across plants. Its published customer examples report outcomes such as changes in uptime, OEE and equipment utilization; these are customer-specific results, not guaranteed outcomes.

Guidewheel says its team includes people with manufacturing experience alongside engineers, and that it works with customers to identify early opportunities and incorporate information into operating routines. Its stated values include integrity, care for customers and colleagues, using data in decision-making, and a growth mindset. The company’s public materials emphasize practical problem-solving, collaboration with factory teams and improving performance with existing resources.