Fault Detection & Diagnostics That Finds Problems Before They Find You
FacilityLane's AI continuously monitors your equipment, ranks faults by severity, and guides technicians through root cause analysis — so nothing slips through the cracks.
From Sensor Signal to Corrective Action — Automatically
FacilityLane closes the loop between equipment data and maintenance action without manual analysis or spreadsheet triage.
AI-Powered Anomaly Detection
FacilityLane's AI engine continuously monitors equipment sensor data and operational patterns to detect deviations from normal behavior before they escalate into failures.
Intelligent Alerting
Receive contextual alerts ranked by severity and asset criticality — not raw alarm floods. Alerts include probable causes and recommended next steps to guide immediate action.
Root Cause Analysis Workflows
Structured diagnostic workflows walk technicians through a logical sequence of checks, capturing findings at each step so root causes are identified consistently and documented automatically.
Real-Time Equipment Monitoring
Connect to MQTT, Modbus, BACnet, and OPC-UA data sources for live sensor readings. Visualize trends on interactive dashboards and spot degradation patterns as they emerge.
Fault History & Trend Analysis
Maintain a complete fault history for every asset. Trend recurring faults to identify systemic issues and measure the impact of corrective actions over time.
CMMS & IoT Integration
Faults automatically generate work orders in FacilityLane or your existing CMMS. Bidirectional integration with IoT platforms ensures sensor data and maintenance records stay in sync.
Stop Chasing Failures. Start Preventing Them.
FacilityLane transforms equipment data into actionable intelligence so your maintenance team is always a step ahead of the next failure.
- Detect equipment faults days or weeks before they cause unplanned downtime
- Reduce false positive alert noise with AI-ranked, context-aware notifications
- Cut diagnostic time with guided root cause analysis workflows
- Build an institutional knowledge base from every fault and resolution
- Automatically create work orders from detected faults with full diagnostic context
- Extend equipment lifespan by addressing degradation early
What Our Customers Say
"FacilityLane caught a compressor fault pattern three weeks before a full breakdown would have shut down our production line. The ROI on that single catch justified the entire year's subscription."
"We went from 200 daily sensor alarms that nobody could act on to 8 prioritized alerts that actually mean something. Our technicians trust the system now — that's the real win."
"The guided diagnostic workflows have shortened our mean time to repair by nearly 40%. New technicians reach the same diagnostic quality as our veterans in a fraction of the time."
Fault Detection & Diagnostics FAQs
Common questions about FacilityLane's FDD capabilities and how they integrate with your existing infrastructure.
Fault detection and diagnostics software monitors equipment data streams to automatically identify abnormal conditions (fault detection) and determine their underlying causes (diagnostics). FDD systems help maintenance teams shift from reactive repairs to condition-based and predictive maintenance strategies.
Ready to Catch Faults Before They Become Failures?
Connect your equipment data to FacilityLane and start receiving intelligent fault alerts within days of going live.