Fleet Monitoring
Real-time visibility into device status, performance, failure patterns, and operational metrics across entire deployed fleets.
What We Deliver
Core capabilities
Device Status Dashboard
Real-time fleet health overview showing online/offline ratios, connectivity quality, and device health scores.
Telemetry Collection
Scalable ingestion of device telemetry covering sensor readings, operational counters, and diagnostic data.
Alerting & Notifications
Configurable threshold-based and ML-driven alerts delivered via email, SMS, webhook, or push notification.
Geographic Visualization
Map-based fleet visualization showing device locations, regional health, and deployment density.
Firmware Version Tracking
Fleet-wide firmware version distribution, update progress monitoring, and version compliance reporting.
Performance Analytics
Long-term trend analysis, performance degradation detection, and predictive maintenance indicators.
Engineering Flow
How we execute
Tech Stack
Tools & technologies
AWS IoT Core / Azure IoT
Cloud IoT broker for device connectivity and telemetry ingestion.
Grafana
Fleet dashboards with real-time panels and alerting.
TimescaleDB
Time-series database optimized for IoT telemetry at scale.
React / Mapbox
Custom web dashboards with geographic fleet visualization.
Prometheus / Alertmanager
Metrics collection and multi-channel alert routing.
Kafka / NATS
High-throughput telemetry streaming and event routing.