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Real-time data.
Real-world decisions.

From vehicles on the road to machines on the shop floor, turn live signals into actions while they still matter.

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Commercial truck on a mountain road
CONNECTED MOBILITYOne event stream.
More ways to act.

Operations · Analytics · Customer experiences

01 / Mobility & logistics

Every vehicle. One live picture.

Normalize vehicle telemetry, enrich it with trip context and deliver the same event stream to fleet applications and analytics.

  • Live location & trip history
  • Geofence and speed alerts
  • Cold-chain monitoring
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Connected fleet vehicles sending GPS and sensor data to a live operations dashboard
EXAMPLE PIPELINE
SOURCEVehicle devicesTCP · MQTT
TRANSFORMTrip & geofenceDecode · enrich
SINKFleet applicationsWebhook · TimescaleDB
02 / Manufacturing

Listen to your machines.

Bring machine readings into a continuous stream. Filter noisy signals, aggregate measurements and help maintenance teams respond to sustained changes.

  • Machine health monitoring
  • Production quality signals
  • Energy and OEE dashboards
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Factory machines and sensors connected to health, quality and energy monitoring
EXAMPLE PIPELINE
SOURCEFactory sensorsMQTT
TRANSFORMWindow & alertAggregate · threshold
SINKOperations toolsInfluxDB · webhook
03 / Mining & heavy equipment

Understand every operating cycle.

Combine location, payload and equipment events to understand shift productivity and conditions around your assets.

  • Load cycle counts
  • Restricted-zone alerts
  • Maintenance by engine hours
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Excavator and haul truck telemetry connected to load-cycle and equipment monitoring
EXAMPLE PIPELINE
SOURCEEquipment signalsGPS · MQTT
TRANSFORMCycle logicEnrich · custom code
SINKShift dashboardsPostgreSQL · API
04 / Data engineering

Fresh data without nightly jobs.

Capture database changes and route them to the systems that need an up-to-date view, without rebuilding a batch job for every destination.

  • Warehouse freshness
  • Search index updates
  • Events for downstream services
Discuss this use case →
Database changes streamed through Kafka to a warehouse, search index and application
EXAMPLE PIPELINE
SOURCEDatabase CDCPostgreSQL · MySQL
TRANSFORMMap & routeSchema · fields
SINKData productsBigQuery · search

What does real time mean for your business?

Bring your use case. We’ll help you map the pipeline.

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