Helm.ai develops AI software for driver assistance systems, autonomous driving, and robotics. Autonomous vehicle developers often rely on a combination of simulation and on-road testing, along with reams of datasets that have been annotated by humans, to train and improve the so-called “brain” of the self-driving vehicle. Helm.ai's software expedites the timeline and reduces costs; that lower cost also makes it particularly useful for advanced driver assistance systems. Helm.ai uses an unsupervised learning approach to develop software that can train neural networks without the need for large-scale fleet data, simulation, or annotation. The software is also agnostic to whatever compute and sensors are used in the vehicle, allowing Helm.ai to pitch to a diverse set of customers.