Operational data · 01 / 04
Lumetras monitors telecom networks and factory equipment. It also forecasts retail demand.
Integrated drive testing, AI congestion prediction, multi-vendor Self-Organizing Network (SON), and tower condition monitoring with LiDAR surveys.
Learn more about TelecomPredictive maintenance using wireless vibration and temperature sensors, a lightweight MES, and computer vision for PPE and safety compliance.
Learn more about ManufacturingAI demand forecasting, computer vision loss prevention to reduce theft and shrink, and retail data cleansing for reliable reporting.
Learn more about RetailAI disaster preparedness and recovery, environmental monitoring sensors, drones for emergency relief delivery, and smart agriculture analytics.
Learn more about GovernmentLumetras / Data platform
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Industry solutions / 01
Collect network measurements. Monitor factory equipment. Use retail demand forecasts to plan stock.
Collect drive-test measurements and flag network congestion risks.
Example network readings
Monitor machine readings. Apply written rules to compatible camera feeds.
Example motor health
82%
Line 3, motor 4
Vibration is above baseline. Flagged for inspection.
Forecast demand and compare it with stock at each location.
Example forecast
Reorder plannedSample data / 02
Choose an industry and a stream rate. These charts use generated data, not customer feeds or measured performance results.
MFG-04 / MANUFACTURING IIOT
Example production and machine readings
10,000
events/sec
"event": "motor.vibration", "site": "MFG-04", "rate": "10k/s"
"event": "press.temperature", "site": "MFG-04", "rate": "10k/s"
"event": "line.oee", "site": "MFG-04", "rate": "10k/s"
"event": "motor.vibration", "site": "MFG-04", "rate": "10k/s"
"event": "press.temperature", "site": "MFG-04", "rate": "10k/s"
"event": "line.oee", "site": "MFG-04", "rate": "10k/s"
Architecture / 03
Collect equipment readings and network measurements. Use them in dashboards and alerts.
Query Parquet and Delta files without a separate warehouse copy.
View sensor trends and demand forecasts in the browser.
Use machine learning to flag changes in equipment readings.
Connect Kafka, MQTT, or OPC-UA streams. Confirm source support for your deployment.
Set role-based access to data. Review encryption requirements during setup.
Process equipment readings on hardware at your plant.
Data use cases / 04
Connect data sources to the reports your team uses. Confirm the required integrations during setup.
Talk to an engineer| Task | Data source | Lumetras |
|---|---|---|
| Machine health | Temperature and vibration | Flag readings outside normal patterns |
| Production reports | Production counts and downtime | Review OEE by line and shift |
| Retail purchasing | Stock levels and demand forecasts | Prepare purchase orders |
| Tower inspections | Drone images and LiDAR | Review tower asset records |
| Alerts | Equipment and camera events | Send alerts to Teams or WhatsApp |
Frequently asked questions / 04
Read about monitoring, forecasts, and system connections.
Lumetras monitors telecom networks and factory equipment. It also forecasts retail demand and helps teams plan purchasing.
Yes. Connection options include APIs and data feeds. We review your reporting tools, plant systems, and other sources before setup.
It collects drive-test measurements and flags congestion risks. It also supports tower inspections using drone images and LiDAR.
Warning time depends on the fault and sensor history. Lumen Hug 2.0 monitors temperature and vibration. Changes in these readings can prompt an inspection.
Not if the installed cameras provide compatible feeds. We check stream access and image quality before setting up monitoring rules.
It forecasts demand using weather, promotions, seasonality, and location. Teams compare forecasts with stock levels and prepare purchase orders.
Yes. Supported options include WhatsApp and Microsoft Teams. We confirm the required connections during setup.