Back to Portfolio
Fleet Management — Germany

Predictive IoT Fleet Routing Dashboard

Timeline: 6 Months
Year: 2024
Case Study - Predictive IoT Fleet Routing Dashboard client dashboard/architecture

The Challenge

Industrial freight routes suffered from lack of vehicle telemetrics, making it impossible to predict route delays or monitor temperature-sensitive cargo in real-time.

Our Engineered Solution

Designed and engineered an IoT gateway telemetry system and predictive ML dashboard displaying vehicle sensor parameters, GPS tracking, and route deviation alerts.

Quantified Business Outcomes

  • 30% reduction in route deviation through real-time ML suggestions
  • Real-time sensor telemetry coverage across 500+ freight vehicles
  • 99.9% accuracy in thermal threshold breach alerts

Core Stack & Technologies

ReactPythonFastAPIInfluxDBTensorFlowIoT Gateway

Note: To protect client confidentiality under Non-Disclosure Agreements (NDAs), company names have been anonymized. All metrics are verified figures from actual system deployments.