All case studies
Fleet ESG solution

Vehicle ESG data management

Sensors, OCR-processed invoices and ML pipelines combine into automated, audit-ready CO₂ reporting for company car fleets.

Automation & MLOpsTransport & Logistics

Key resultFully automated, audit-ready CO₂ fleet reporting

Challenge

Fleet ESG data is typically managed across multiple IT systems with manual, fragmented and siloed processes — challenging data quality and accuracy. Vehicle data is often limited to aggregated financial and mileage figures, while high-resolution usage data is technically within reach.

Solution

Vehicle usage is tracked with sensors, and usage, financial and master data are unified in the cloud through automated pipelines — with OCR extracting data from invoices.

  • Automation. Sensor, financial and master data brought into one location through data pipelines; invoice data extracted via OCR.
  • Efficiency. Manual data entry, surveys and one-off analyses replaced by structured processing.
  • Audit-ready focus. The system accounts for total CO₂ emissions and usage patterns — company vs. private use, business function, geography.

Results

  • Automated global ESG reporting
  • Cost reduction
  • Data quality assurance
  • Risk reduction — no more manual inputs

Topics

  • Automation
  • IoT
  • Machine Learning
  • ESG

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