PS Use Cases

Professional Services

Accelerate your project with proven ADAS expertise

Professional Services Reference Projects

End‑to‑end data recording solution showcased through real‑world use cases and validated by successful customer deployments, demonstrating reliable performance across diverse ADAS and autonomous driving development scenarios.

Neural Rendering as a service

A perception stack provider's data collection fleet is collecting high-quality, multi-sensor data, that was integrated with aiMotive's World Extractor toolchain. After some customer-data specific finetuning, their data was processed by aiMotive Professional Services, and Neural Simulation maps were delivered to the customer to be used for hyper-realistic scenario creation, scenario variation and synthetic data export.

Truck OEM ground truth data collection setup

For a truck OEM, aiMotive supplied end-to-end tooling and services for the validation campaign of the customer’s next-generation ADAS system, including automated data processing and validation support. Professional Services took care of designing the ground truth data collection setup for the customer’s specific commercial vehicle, and instrumented several vehicles with this sensor setup. After thorough testing, the vehicles – along with extensive documentation - were handed over to the customer to carry out their data collection campaign.

Fleet calibration

Support an OEM’s in-house ADAS and AD software development with advanced data tooling for faster progress toward SoP targets. As part of the project, a key element was to calibrate the customer’s whole data collection and testing fleet, maintain the calibrations, and create custom features and advanced interface to easily track diagnostics information and vehicle ‘health’. Calibration engineers traveled to all locations of the client, made the necessary scans and recordings, and provided precise calibration parameters through aiData Versioning System.

Custom features in the aiData pipeline

OEM’s request was to visualize signals coming from a smart camera installed on their test fleet in the aiData Testing Center web UI, to enable effortless analysis of test drives by test engineers. Professional Services worked with the customer to clarify requirements and plan optimal user experience. The feature was then built, and delivered to the platform hosted on customer’s AWS cloud.