Post Processing

Transform raw ADAS/AD measurement data into actionable insights. We specialize in log file processing, KPI extraction, automated reporting, test campaign data management, and advanced data visualization for automotive development and validation.

Data Analysis KPI Extraction Automated Reporting Visualization
Capabilities

Key Capabilities

End-to-end measurement data processing pipeline from raw acquisition to executive-ready insights

Measurement Data Analysis

Processing and analysis of ADAS/AD sensor data including radar, lidar, camera, and vehicle bus signals from road tests and HIL campaigns.

Log File Processing

Parsing, decoding, and structuring of MDF, BLF, ASC, CSV, and proprietary log formats into unified analysis-ready datasets.

KPI Extraction

Automated extraction of key performance indicators including reaction times, distance metrics, detection rates, false positive rates, and safety margins.

Automated Reporting

Configurable report generation pipelines producing standardized test reports with pass/fail verdicts, trend analysis, and compliance summaries.

Test Campaign Management

Structured management of test campaign data including metadata tagging, versioning, traceability to test cases, and archival workflows.

Data Visualization

Interactive dashboards and visualizations for time-series data, scatter plots, heat maps, geographic overlays, and multi-signal correlation views.

Anomaly Detection

Automated identification of signal anomalies, sensor dropouts, communication errors, and unexpected system behaviors across large datasets.

Pipeline Automation

CI/CD-integrated data processing pipelines that automatically trigger analysis workflows upon new measurement data availability.

Tools & Technologies

Analysis Tools

Industry-standard measurement and analysis platforms

Vector CANape ETAS INCA DIAdem MATLAB AVL CONCERTO
Development Stack

Programming languages and frameworks for custom pipelines

Python pandas NumPy Plotly Grafana Jupyter
Data Formats & Storage

Measurement file formats and data management systems

MDF4 / MF4 BLF / ASC rosbag HDF5 Parquet SQL / NoSQL

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