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Predictive fleet and inventory management

Application that transforms telemetry and location data into analyses, indicators, and alerts for managing mobile assets and operational inventory.

Predictive fleet and inventory management

The challenge

Operations with mobile assets generate a large volume of location, trip, telemetry, and behavior data. When this information is analyzed in a fragmented way, it becomes difficult to identify usage patterns, operational exceptions, risks, and efficiency opportunities.

The solution developed

CISP1 developed an application to collect, organize, and analyze telemetry data related to vehicle utilization. The solution captures telemetry information for each trip made via the driver's cell phone, evaluates driving behavior, deviation from planned routes, and other operational signals, and applies analytical models to highlight patterns and situations requiring attention.

The result is a more consolidated view of the operation, combining geographic tracking, utilization indicators, and intelligence on asset behavior.

How the application works

  • Collects telemetry and location events from assets.
  • Groups trips, behaviors, and operational events.
  • Processes data to identify patterns and exceptions.
  • Generates indicators, alerts, and geographic analyses.
  • Makes information available for operational monitoring and decision-making.

Value for the operation

  • Expands visibility over asset utilization and movement.
  • Facilitates the identification of out-of-pattern behaviors.
  • Improves the analytical basis for logistical planning.
  • Centralizes field information into a structured operational view.

Capabilities applied

TelemetryMachine LearningGeospatial AnalyticsAnomaly detectionData Platform

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Our team can present the project approach and discuss an application for your company.

Discuss a similar application ↗