IoT Predictive Maintenance Suite
End-to-end IoT product engineering for a manufacturing OEM—device firmware, edge analytics, and cloud dashboards.
Edge + Cloud Architecture
Low-latency anomaly detection with secure OTA updates.
Actionable Dashboards
Utilization, downtime, and parts-life KPIs for ops teams.
Impact
28% reduction in unplanned downtime within 3 months.