Universal, physics-based AI algorithms enable Ghost to detect and avoid any obstacle.
Built for Consumer Cars
Designed to bring autonomy to the mass market with a uniquely safe and scalable solution.
Continuously released software to equip cars with new capabilities on an ongoing basis.
A new form of artificial motion intelligence capable of managing any driving scenario.
Unlike existing systems that have long struggled to safely navigate unfamiliar scenarios and unrecognized objects, Ghost is developing novel neural networks based on physics that eliminate recognition errors and the challenges of the long tail.
Capable of detecting anything on the road without explicit training, Ghost's neural networks generalize and understand the physics of obstacles in motion regardless of their type, speed, or orientation in three-dimensional space.
BUILT FOR CONSUMER CARS
Designed end-to-end to enable mass-market consumer autonomy.
Unlike robotaxis that rely on dozens of sensors and specialized compute chips, Ghost’s software and neural networks are optimized for the same sensors and chips found in the latest mobile phones, ensuring low power requirements, high reliability, and volume economics.
Affordable autonomy for every car
With new AI techniques optimized for high-volume sensors and compute, Ghost achieves a cost profile that makes autonomy practical for any consumer vehicle - economy, luxury, and everything in between.
Flexible design, flexible supply chain
Ghost is designed to support a variety of sensor manufacturers and vehicle-specific packaging, making it easy to adapt to each vehicle’s unique constraints.
Iterating at the speed of software.
Unlike rigid hardware-centric solutions that rely on purpose-built ASICs, the Ghost Autonomy Engine is delivered as software to facilitate rapid innovation and software-enabled business models.
Ghost releases frequently, enabling a swift pace of ongoing feature enhancements and new capabilities. In the rapidly changing world of AI, never leave your customers stuck driving on last year’s code.
Seamless integration, customization, and extension
A software approach facilitates deep vehicle integration, unique model line experiences, and an always-fresh user interaction that differentiates your brand. A low-code/no-code integration framework and flexible APIs make integrating and extending capabilities simple.
Subscription by design
An ongoing stream of software updates ensures customers always have a reason to keep their subscriptions active and extends the customer relationship far beyond the initial sale.
Keep drivers safe without ever needing to rely on human backup.
Unlike existing solutions that cannot handle system failures or edge cases on the road without disengaging, Ghost is building fail-operational resiliency into every level of the stack, from universal, physics-based neural networks for perception, to a formally verified runtime, to complete hardware redundancy with failovers.
Engineered for resiliency
Redundant sensors and compute enable continued operation in the case of sensor occlusions, dropped frames, or even full sensor or compute failure.
Fail-operational and safe stop
Ghost handles most failures seamlessly, enabling the drive to continue and cleaning or maintenance to be deferred to the end of the ride. In case of the most severe failures, Ghost is always capable of coming to a safe stop without intervention.
Contact us to discuss working together