Wayve

Product & Competitive Intelligence

End-to-end deep learning software for autonomous driving, licensed to OEMs and fleets

Company Overview

Wayve is an AV software company that builds a mapless, hardware-agnostic self-driving stack using end-to-end neural networks. Serving customers across automotive OEMs (Nissan, Mercedes-Benz, Stellantis), ride-hailing (Uber), and delivery (Asda, Ocado).

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What They're Building

The company's public product roadmap & what they're committed to building.

AI Driver:

End-to-end driving foundation model running on standard automotive compute.

Eyes On ADAS:

Production ADAS launching with Nissan ProPILOT in FY2027.

Eyes Off Autonomy:

Fully automated driving for robotaxi and consumer vehicles.

GAIA-2:

8.4B parameter generative world model for scenario synthesis and training.

INGO:

Vision-language-action model for explainable driving behavior.

Ghost Gym:

Neural simulator for closed-loop training and evaluation.

Competitive Landscape & Moat

Proprietary end-to-end architecture plus fleet data from global OEM partners creates a data flywheel competitors without OEM access cannot replicate.

Direct Competitors

Waymo:

Vertically integrated robotaxi operator reliant on HD maps and LiDAR, runs its own fleet rather than licensing.

Mobileye:

OEM-embedded supplier with modular stack and redundant sensors, more conservative architecture than Wayve's end-to-end approach.

Tesla FSD:

End-to-end camera-based system similar in philosophy but locked to Tesla vehicles and not licensed externally.

Founding Team

Funding History