Brain
Wayve (founded 2017 in London) is an embodied-AI and autonomous-driving company that raised a $1.05 billion Series C led by SoftBank in May 2024, the largest-ever UK AI round, followed by roughly $1.2 billion more in February 2026 from Nvidia, Uber, and three automakers. Its deployable brain is the Wayve AI Driver, an AV2.0 end-to-end embodied driving foundation model, complemented by the GAIA-1, GAIA-2, and GAIA-3 generative world models used as simulation, training, and evaluation tools, with GAIA-2 a latent-diffusion model documented in an arXiv report, and the LINGO vision-language-action layer for interpretability. The registry records it at pilot maturity with a load-bearing distinctness note: unlike the operator-captive robotaxi stacks already in the registry such as Waymo's and Nuro's drivers, Wayve is a foundation-model-first, embodiment- and OEM-agnostic licensed brain sold into multiple automakers rather than operating its own fleet, which is the registrable distinction. Its deployed wiring is genuinely on vehicles but at the piloting stage: a Nissan ProPilot integration is targeted for fiscal 2027, an Uber and Nissan robotaxi memorandum targets a Tokyo pilot in late 2026 on Nissan LEAFs running Nvidia DRIVE, and a London robotaxi pilot is underway, while the GAIA world models themselves are training and simulation tools rather than on-vehicle policies. The OEM integrations are contracted or announced rather than in production, so the deployed wiring is piloting rather than at-scale commercial, and exact production-vehicle counts and whether any AI Driver deployment is currently driverless-commercial are not verified.
Foundation model · Maturity: Pilot · Closed
Machine-readable surfaces
- Markdown mirror: /brains/wayve-ai-driver.md
- RSS feed: /brains/wayve-ai-driver/feed.xml
- JSON-LD: embedded in this page’s head
- REST API: /v1/brains/3731fa75-1a7a-4a4f-bb81-81c5daeae20f
- Data documentation: /data
Architecture
End-to-end embodied driving foundation model (AV2.0); paired with GAIA latent-diffusion generative world models (sim/training) + LINGO VLA interpretability layer.
Key facts
- Models
- Wayve AI Driver (AV2.0 end-to-end embodied driving foundation model = the deployable brain); GAIA-1/GAIA-2/GAIA-3 generative WORLD MODELS (sim/training/eval; GAIA-2 = latent-diffusion, arXiv 2503.20523); LINGO-1/2 vision-language-action interpretability layer. Proprietary.
- Distinction (vs captive AV brains)
- Unlike the registry's operator-captive robotaxi stacks (waymo-driver, nuro-driver), Wayve is a foundation-model-FIRST, embodiment-/OEM-agnostic LICENSED brain sold INTO multiple OEMs rather than operating its own fleet. That licensed-to-many, world-model-publishing posture is the registrable distinction.
- Deployed wiring (piloting)
- AI Driver runs on real vehicles; Nissan ProPilot integration targeted FY2027; Uber+Nissan robotaxi MoU targeting a Tokyo pilot late 2026 (Nissan LEAF on Nvidia DRIVE); London robotaxi pilot. GAIA models themselves are training/sim tools, NOT on-vehicle - distinguish the world model (sim) from the AI Driver (deployed policy).
- Cap-flag
- OEM integrations are CONTRACTED/announced, not yet in production (FY2027 Nissan; late-2026 Tokyo pilot) - deployed wiring is piloting, not at-scale commercial. Exact production-vehicle count + whether any AI-Driver deployment is currently driverless-commercial vs pilot are unverified.
Developed by (1)
Common questions
- What is Wayve AI Driver (and GAIA)?
- Wayve (founded 2017 in London) is an embodied-AI and autonomous-driving company that raised a $1.05 billion Series C led by SoftBank in May 2024, the largest-ever UK AI round, followed by roughly $1.2 billion more in February 2026 from Nvidia, Uber, and three automakers. Its deployable brain is the Wayve AI Driver, an AV2.0 end-to-end embodied driving foundation model, complemented by the GAIA-1, GAIA-2, and GAIA-3 generative world models used as simulation, training, and evaluation tools, with GAIA-2 a latent-diffusion model documented in an arXiv report, and the LINGO vision-language-action layer for interpretability. The registry records it at pilot maturity with a load-bearing distinctness note: unlike the operator-captive robotaxi stacks already in the registry such as Waymo's and Nuro's drivers, Wayve is a foundation-model-first, embodiment- and OEM-agnostic licensed brain sold into multiple automakers rather than operating its own fleet, which is the registrable distinction. Its deployed wiring is genuinely on vehicles but at the piloting stage: a Nissan ProPilot integration is targeted for fiscal 2027, an Uber and Nissan robotaxi memorandum targets a Tokyo pilot in late 2026 on Nissan LEAFs running Nvidia DRIVE, and a London robotaxi pilot is underway, while the GAIA world models themselves are training and simulation tools rather than on-vehicle policies. The OEM integrations are contracted or announced rather than in production, so the deployed wiring is piloting rather than at-scale commercial, and exact production-vehicle counts and whether any AI Driver deployment is currently driverless-commercial are not verified.
- What type of AI is Wayve AI Driver (and GAIA)?
- Wayve AI Driver (and GAIA) is a foundation model on the DEPLOY registry. It is proprietary.
- Who developed Wayve AI Driver (and GAIA)?
- Wayve AI Driver (and GAIA) is credited to Wayve on the DEPLOY registry. Each developer attribution is verified via primary sources.
- Which robots run on Wayve AI Driver (and GAIA)?
- No robot models on the DEPLOY registry are recorded as running Wayve AI Driver (and GAIA). DEPLOY wires brain-to-model connections only when the wiring is verifiable from primary sources; absence may reflect pre-deployment or unverified manufacturer claims.
- Is Wayve AI Driver (and GAIA) open source?
- No. Wayve AI Driver (and GAIA) is recorded as proprietary on the DEPLOY registry. Model weights and source are not publicly available.
- What is Wayve AI Driver (and GAIA)'s maturity stage?
- Wayve AI Driver (and GAIA) is at the pilot stage on the DEPLOY maturity ladder. Pilot stage means at least one named-customer trial deployment is verified.
Sources (4)
Canonical ID 3731fa75-1a7a-4a4f-bb81-81c5daeae20f