We turn real-world data into deployable AI.

From data collection and evaluation to teleoperation and deployment, Chemin helps teams train and deploy robotics, autonomous vehicles, and AI models.

> Request a Pilot Dataset

Trusted by AV programmes, robotics teams, and frontier labs deploying AI at scale across 18 countries

End-to-end data solutions for real-world AI.

Chemin supports the development of autonomous vehicles, robotics, and AI systems.

> Request a Pilot Dataset

Data Collection

Capture real-world data across environments, sensors, and human activities to build datasets tailored to your model's requirements.

Data Refinement

Turn raw data into structured, high-quality training datasets through annotation, expert review, and quality assurance.

Model Evaluation

Evaluate AI systems against real-world scenarios, identify performance gaps, and generate feedback for continuous improvement.

Teleoperation

Capture human-guided demonstrations and task-specific interaction data to support robot learning and increasingly autonomous systems.

Abstract graphic representing Chemin's data operations, RL, model lifecycle, and data exchange layers

How we bring your vision to life

Chemin merges expertise and innovation in a tailored suite of services, designed to address your challenges and turn ambition into tangible results.

DISCOVER

We'll start by identifying your project's challenges, aligning on goals, and mapping out what is needed to deliver results.

PREPARE

We'll collect and meticulously curate the data necessary for your models to perform at their best.

TRAIN

We match you with the ideal AI model and guide it through a rigorous training process with human expertise.

VALIDATE

Our team of specialists analyzes the results and validates your model's performance through a pilot program.

DEPLOY

Your model is now up and running, but we'll still keep monitoring, troubleshooting, and automating processes for smooth operation.