aiMotive

18/08/2026

aiData addresses one of the biggest challenges in ADAS/AD validation: turning vast amounts of sensor data into reliable, measurable evidence.

As ADAS and automated driving systems become more complex, validation teams face growing challenges in generating reference data, finding the right scenarios, maintaining traceability, and benchmarking every software release.

In our latest blog, we explore how an end-to-end data pipeline can support the entire validation lifecycle, from high-quality data collection and automated ground-truth generation to scenario discovery, traceability, KPI reporting, and continuous benchmarking.

https://aimotive.com/w/from-sensor-recordings-to-validation-evidence-accelerating-adas/ad-validation-with-aidata

Validation has become one of the biggest challenges in ADAS/AD development. The challenge is not only collecting high-quality data. Modern vehicle fleets can generate thousands of hours of recordings every week. The real challenge is transforming those recordings into trustworthy validation evidence...

21/07/2026

Three things just got better in aiData:

1) Introducing high-quality 3D annotations of road markings
2) 3× faster Auto Annotator and Anonymizer processing, even on highly dense urban scenes
3) Vector embedding visualization to explore millions of data points for efficient semantic dataset analysis

For the full update, follow the link: https://www.linkedin.com/pulse/aidata-highlights-road-marking-annotation-vector-embedding-based-fgzzf

As automated driving technologies evolve, so does the need for robust, scalable, and intelligent data infrastructure. Our end-to-end data pipeline aiData — spanning recording, annotation, curation, and evaluation — is built to support every stage of ADAS/AD testing and development.

09/07/2026

Good to be in San Diego.

While we were busy enjoying the views, aiDrive was busier – navigating the streets autonomously, seeing everything through its own “eyes".

25/06/2026

Last day at Vehicle Tech Week Stuttgart – and we're closing with this.

The world is our test environment. aiSim's World Extractor reconstructs real roads into hyper-realistic 3D neural simulation environments – wherever your program needs to validate.

US highways. European city streets. Japanese intersections. Korean urban roads. All captured, all reconstructed, all available in aiSim's 3D environment library – and constantly expanding.

A big thank you to our partners who made some of these environments possible: Macnica for the Japanese footage, and STRADVISION for the South Korean recordings.

24/06/2026

aiSim 6 is here – and it’s already in action.
From neural rendering–powered environments to physically accurate sensor and lighting simulation, aiSim 6 takes virtual validation and scenario testing to the next level. Faster setup, greater flexibility, and full control over every variable – all in one platform.

Vehicle Tech Week, Stuttgart – Day 2
We’re excited to keep the conversations going!
Come meet us at stand A204, where you can explore aiSim 6 up close and see how it transforms simulation workflows in practice.

23/06/2026

We're live at Vehicle Tech Week Stuttgart – first stand after the main entrance, A204. Come see our hardware-in-the-loop demo running in real time.

19/06/2026

Last week, a few of us swapped keyboards for a different kind of challenge – Bátor Rally.

27 teams, 100 participants, one full day of driving, mystery checkpoints, and team challenges across Hungary – all in support of Bátor Tábor, a foundation that's been giving seriously ill children and their families life-changing experiences for 25 years now.

The funds raised go directly toward this year's autumn family camp sessions – giving kids and their families a few days to just be a family, away from hospitals and treatment schedules.

We are very proud to have been part of it.

17/06/2026

Neural rendering. Dynamic actors. Real-time sensors.

Next week at AVTE 2026 (Stuttgart, June 23–25), we're showing exactly what this looks like in practice – live, at booth A204.

aiSim 6 will debut at the event, and we will also bring a live closed-loop HiL demo.

Stop by to see the latest ADAS & AD technologies up close.

11/06/2026

A simulator is only as good as the world it runs in.

5,000+ assets. 50+ maps. 200+ pedestrians. All built in-house – for aiSim.

Here's how we build the environments that make validation credible: https://www.linkedin.com/pulse/building-world-inside-aisim-aim-aisim-kwfif

How we create the 3D environments that make simulation credible A simulator is only as useful as the world it runs in. Sensor models, physics engines, and scenario logic all depend on one thing being right first: the environment.

04/06/2026

Finding the right data is harder than collecting it.

The aiData platform is built to solve exactly that - using AI-powered data curation tools to surface the data that actually matters, fast and efficiently. To demonstrate its capabilities, we curated a training dataset for a roadwork classifier from millions of unlabeled clips, using text, image, map, and tag-based search. We assembled a 10,000-frame dataset, spanning diverse geographies and weather conditions.

And we're just getting started – scenario-level search is coming in 2026.
Think: “bicycle overtaking a car from the right at an intersection” - retrieved from a hand-drawn sketch or a video input.

Read the full case study: https://aimotive.com/w/finding-data-that-matters-ai-powered-dataset-curation-with-the-aidata-platform