One platform. Infinite use cases.
From bare metal Linux servers to ESP32 sensors in the field, monitor everything with the same simple workflow. No separate tools. No context switching.
See how teams use Data to solve actual monitoring challenges across DevOps and IoT.
Industrial IoT & Predictive Maintenance
Prevent costly downtime with real-time vibration and temperature monitoring from CNC machines, motors, and production lines using ESP32 sensors.
- Sensor Integration — Deploy ESP32 sensors with our Arduino/C++ SDK.
- High-Frequency Streaming — Send 10+ readings per second via our batch API.
- Anomaly Detection — Harbor AI alerts you before equipment fails.
Environmental & Smart Agriculture
Monitor soil moisture, temperature, humidity, and air quality with BME280 sensors and ESP32 microcontrollers for smart farming and greenhouses.
- Sensor Deployment — Use our MicroPython SDK on ESP32 boards.
- Multi-Sensor Tracking — Collect temperature, humidity, soil moisture in one stream.
- Automated Irrigation — Trigger alerts when soil moisture drops below thresholds.
Fleet Telematics & Asset Tracking
Track vehicle location, fuel consumption, and cold chain compliance across your entire fleet using GPS trackers and our Python/Node.js SDKs.
- GPS Integration — Connect cellular trackers via our REST API.
- Real-Time Updates — Stream location, speed, and telemetry every 30 seconds.
- Geofencing & Alerts — Get notified when vehicles enter/exit zones or deviate from routes.
Linux Server & Infrastructure Monitoring
Stop stitching together InfluxDB, Telegraf, and Grafana configs. Get production-grade server monitoring in 60 seconds with our Lighthouse agent.
- One-Line Install — Run our install script. No YAML files, no configuration.
- Auto-Discovery — Lighthouse detects CPU, RAM, disk, and network metrics automatically.
- Pre-Built Dashboards — Log into Grafana and see your infrastructure already visualized.
Docker & Kubernetes Fleet Management
Monitor hundreds of containers across multiple hosts without complex Prometheus setups. Track resource usage, restarts, and health checks in real-time.
- Deploy Agent — Install Lighthouse on each Docker host or K8s node.
- Container Auto-Detection — See CPU, memory, and network per container automatically.
- Unified View — One Grafana dashboard for your entire container fleet.
Database Performance & Query Monitoring
Track database query performance, connection pools, and slow queries without installing heavyweight APM tools. Works with PostgreSQL, MySQL, MongoDB.
- SDK Integration — Add our Python/Node.js SDK to your backend services.
- Query Instrumentation — Automatically capture query duration and row counts.
- Performance Insights — Identify slow queries and optimize database indexes.
What Will You Monitor?
Whether you're tracking production servers or ESP32 sensors, get started in under 60 seconds. No credit card required.