Kognic

Kognic provides a platform that turns raw multi-sensor data into high-quality annotated datasets for training and validating autonomous systems. It does this with a sensor-fusion annotation workflow and human-in-the-loop tooling that combine machine learning, data annotation, and continuous human feedback to improve label quality and model performance. The product is offered as a B2B SaaS platform that integrates into customers' data pipelines and supports engineers building perception and autonomy stacks. Typical customers are autonomous system developers who need scalable, cost-efficient annotation and validation for performance-critical ML applications.