Solution

Clixlogix engineers delivered critical functionality across both backend and frontend layers of the enterprise IoT platform.

Backend and IoT Services

Built microservices to ingest and process telemetry data including current, voltage, lift positions, cycle counts, and fault codes from robotic welding and assembly equipment distributed across the Client’s manufacturing plants.

Implemented KPI computation services for Technical Availability (TA), Mean Time to Repair (MTTR), and Mean Time Between Failures (MTBF), providing the standardized enterprise metrics layer the Client’s leadership needed to benchmark reliability across plants and geographies.

Integrated a recommendation engine that mapped machine fault codes to prescriptive maintenance actions. The engine applied business rules and mapping logic to suggest corrective steps such as replacing a collet, checking feed parameters, or adjusting clamp force. This reduced reliance on manual fault to action interpretation and codified plant level engineering knowledge into a reusable, enterprise wide system.

Frontend and User Experience

Developed the Diagnostic Log interface to display detected anomalies with waveform traces and detection confidence scores, giving plant engineers immediate visual context for each alert across the enterprise fleet.