Haltless is an industrial predictive maintenance and Asset Performance Management (APM) platform designed to eliminate unplanned downtime in manufacturing, heavy processing, and industrial production environments. By converting high-frequency machine telemetry into actionable asset health intelligence, Haltless enables maintenance, reliability, and operations teams to transition from reactive firefighting and arbitrary calendar-based maintenance to precision condition-based maintenance.
Unlike conventional monitoring solutions that demand expensive, proprietary sensor retrofits or impose opaque, black-box AI models, Haltless is hardware-agnostic and built on explainable engineering principles. The platform connects directly to existing plant automation equipment, including Programmable Logic Controllers (PLCs), Variable Frequency Drives (VFDs), and SCADA networks, via open industrial protocols such as OPC UA and Modbus TCP. By analyzing parameters already captured on the factory floor, such as motor current, load torque, vibration trends, and temperature excursions, Haltless delivers rapid operational time-to-value without substantial capital expense.
Key Capabilities and Architectural Advantages
Explainable Anomaly Detection: Haltless pairs statistical analysis with physics-based degradation models to detect early structural wear, mechanical fatigue, motor unbalance, shaft misalignment, and pump cavitation, providing maintenance teams with transparent, auditable diagnostic evidence.
Remaining Useful Life (RUL) Forecasting: By tracking component degradation curves over time, Haltless projects Remaining Useful Life, enabling plant planners to schedule precision interventions during scheduled line changeovers rather than enduring emergency shutdowns.
Edge-Native and Air-Gapped Deployment: Engineered specifically for Purdue Model Levels 1 through 3, the Haltless edge runtime deploys on standard industrial PCs and on-premises Linux environments. This architecture guarantees strict operational data sovereignty, deterministic low-latency processing, and continuous protection without cloud dependence.
Closed-Loop Workflow Integration: Haltless bridges OT data and IT maintenance workflows by automatically triggering work orders and exporting diagnostic logs to Computerized Maintenance Management Systems (CMMS) and Enterprise Asset Management (EAM) platforms via open REST APIs and webhooks, while dispatching instant alerts through Microsoft Teams, Slack, and PagerDuty.
Haltless packages these capabilities into a transparent, per-asset subscription model with unlimited user seats, ensuring full visibility across entire maintenance organizations. Industrial operators leverage Haltless to protect critical production lines, extend capital asset longevity, and maximize overall equipment effectiveness (OEE).
Who Is the Company Behind Haltless?
