Edge collection
Efficient on-vehicle capture with bandwidth-aware upload.
Solution · Data Engineering
Vehicle data, made usable.
Pipelines that move terabytes of vehicle and fleet data from edge to cloud, structured for analytics and machine learning.
IngestionSignal DecodingData LakeML Ready
/automotive-data-engineeringautomata
Capabilities
What we deliver.
Signal decoding
DBC/ARXML-driven decoding into normalised schemas.
Storage architecture
Lakehouse design for time-series and multimedia data.
Data quality
Validation, deduplication, and lineage tracking.
ML datasets
Curated, labelled datasets for perception and analytics.
Governance
Access control, retention, and privacy-aware handling.
Use cases
Where it ships.
- Fleet analytics platforms
- Perception dataset creation
- Field issue investigation
- Connected services
Technology stack
Built on proven tools.
KafkaSparkParquetTimescaleDBAirflowPythonS3
Ready to build with Data Engineering?
Book a technical consultation with our engineering team.