The Index · AI Categories · Automotive

Automotive

AI for automotive — autonomous driving, fleet management, diagnostics, and in-car assistants. Computer vision and ML applied across vehicles and mobility.

Tools indexed
26
Reviewed by our editors
Edition
Vol. 4 · Iss. 19
Last reviewed 2026-05-30
Status
Live
Reviewed each edition
Narrow by sub-topic
Editor's Picks

Where to start

Best for · Fully autonomous ride-hailing
Waymo automotive tool logo

Waymo

Automotive
Paid - Inquire
4.92
412
Best for · ADAS and self-driving technology
Mobileye logo

Mobileye

Automotive
Paid - Inquire
4.92
461
Best for · End-to-end AI driving models
Wayve automotive tool logo

Wayve

Automotive
Paid - Inquire
4.92
460
Best for · Simulation for autonomous vehicles
Applied Intuition automotive tool logo

Applied Intuition

Automotive
Paid - Inquire
4.91
400
Best for · AI fleet operations and safety
Samsara automotive tool logo

Samsara

Automotive
Paid - Inquire
4.92
420
Best for · AI dealership management platform
Tekion automotive tool logo

Tekion

Automotive
Paid - Inquire
4.83
360
Every listing
Sortable
Sorted by
Mobileye logo

Mobileye

AI-powered solutions for autonomous driving and advanced driver-assistance systems.

Paid - Inquire
4.92
461
Wayve automotive tool logo

Wayve

AV2.0 self-driving foundation model for cars. $1.2B Series C from Nvidia, Uber, and three OEMs (Feb 2026). End-to-end driving AI that generalizes.

Paid - Inquire
4.92
460
Metropolis automotive tool logo

Metropolis

AI platform for seamless parking solutions and mobility services.

Paid - Inquire
4.92
450
Lemonade Car automotive tool logo

Lemonade Car

AI-native car insurance from Lemonade — usage-based pricing via telematics, AI claims processing in seconds. Public ($LMND).

Paid - Premium-based
4.92
420
Samsara automotive tool logo

Samsara

Connected Operations Cloud for fleets — AI dashcams, telematics, predictive maintenance, driver coaching. Public on NYSE ($IOT). Built by Meraki founders.

Paid - Inquire
4.92
420
Waymo automotive tool logo

Waymo

AI-powered self-driving technology and autonomous ride-hailing services.

Paid - Inquire
4.92
412
Motive automotive tool logo

Motive

AI-powered fleet management (formerly KeepTruckin) — AI dashcams, ELD compliance, driver safety, spend management. $2.85B valuation.

Paid - Inquire
4.91
400
Applied Intuition automotive tool logo

Applied Intuition

Physical AI development platform — simulation, testing, AI tooling for autonomous vehicles. $15B+ valuation. Used by major OEMs and defense.

Paid - Inquire
4.91
400
Tekion automotive tool logo

Tekion

Cloud-native AI dealer management system disrupting CDK Global + Reynolds. $4B+ unicorn. Founded by ex-Tesla CIO Jay Vijayan.

Paid - Inquire
4.83
360
DeepRoute.ai automotive tool logo

DeepRoute.ai

Chinese ADAS leader — intelligent assisted driving deployed on 1.3M+ cars. Backers include Alibaba, Great Wall, Dongfeng. $500M+ raised.

Paid - Inquire
4.79
339
Aurora Innovation automotive tool logo

Aurora Innovation

Autonomous trucking pioneer building the Aurora Driver — a self-driving system targeting commercial freight. Public on Nasdaq; commercial launch Texas 2024

Freemium
4.76
322
Cerence automotive tool logo

Cerence

Automotive AI assistant platform — in-car voice AI deployed in 500M+ vehicles globally. Public ($CRNC). Spun out from Nuance.

Paid - Inquire
4.82
320
Innoviz automotive tool logo

Innoviz

Automotive-grade LiDAR sensor maker for autonomous vehicles and ADAS. InnovizOne and InnovizTwo deployed in BMW programs; public on Nasdaq.

Freemium
4.75
316
Waabi automotive tool logo

Waabi

Advanced AI for Self-Driving Technology

Paid - Inquire
4.78
297
AutoLeap automotive tool logo

AutoLeap

AI-powered shop management for auto repair shops — scheduling, estimates, digital inspections, customer comms. $30M+ raised from Bain + Insight.

Paid - Inquire
4.75
239
Fullpath automotive tool logo

Fullpath

AI Customer Data Platform for auto dealers — unifies dealer data, runs AI-driven personalized marketing campaigns. Direct CDP-to-conversion focus.

Paid - Inquire
4.84
234
Pony.ai automotive tool logo

Pony.ai

Autonomous driving company developing robotaxis and robotrucks. Public on Nasdaq (PONY); permits across Beijing, Shanghai, Guangzhou.

Freemium
4.82
232
Helm.ai automotive tool logo

Helm.ai

Self-driving AI built on Deep Teaching — unsupervised learning approach. Honda's partner for next-gen ADAS. AV foundation models.

Paid - Inquire
4.81
206
Gatik automotive tool logo

Gatik

Autonomous middle-mile logistics specialist. Self-driving box trucks on fixed B2B routes between DCs and retail stores for Walmart, Loblaw, and KBX.

Freemium
4.73
198
Monolith AI automotive tool logo

Monolith AI

Self-learning AI for car engineers — replaces expensive physical testing with AI models trained on engineering data. Used by BMW, Honda, Jaguar Land Rover.

Paid - Inquire
4.77
198
Impel automotive tool logo

Impel

End-to-end AI customer lifecycle platform for automotive — AI conversation, AI merchandising, AI service, AI marketing. Used by 5,000+ dealers.

Paid - Inquire
4.83
190
Comma.ai automotive tool logo

Comma.ai

Open-source driver assistance system for modern cars.

Paid - Inquire
4.58
164
Ravin AI automotive tool logo

Ravin AI

AI vehicle inspection — computer vision detects damage from any phone or installed camera. Used by insurers, dealers, and rental companies globally.

Paid - Inquire
4.6
137
Shield AI automotive tool logo

Shield AI

Advanced Autonomous Technology for Military and Aviation

Paid - Inquire
4.63
102
Aurora automotive tool logo

Aurora

AI-powered platform for self-driving technology and autonomous vehicles.

Paid - Inquire
4.35
98
AEye automotive tool logo

AEye

AI-powered platform for autonomous vehicle technology and advanced perception systems.

Paid - Inquire
4.59
94
Related categories
Questions

Automotive AI, answered

What are the best automotive AI tools?

It depends on the segment. Waymo operates autonomous ride-hailing, Mobileye builds ADAS and self-driving systems, Wayve develops end-to-end driving models, Applied Intuition provides simulation, Samsara runs fleet operations, and Tekion modernizes dealerships. Match the tool to autonomy, fleets, or retail.

How is AI used in cars?

AI powers driver assistance, perception, lane keeping, automatic braking, and full self-driving, plus fleet routing and predictive maintenance. Companies like Mobileye and Wayve build the driving intelligence, while Samsara applies AI to fleet safety. It improves safety and efficiency across the vehicle lifecycle.

Are self-driving cars safe?

They are improving and operate commercially in limited areas, as Waymo does, with strong records in those conditions. Safety depends on the environment, weather, and the maturity of the system. Full autonomy everywhere is not yet solved, so most vehicles still require driver attention.

What is ADAS?

ADAS, or advanced driver-assistance systems, are AI features that help a human driver, including adaptive cruise control, lane keeping, and automatic emergency braking. Mobileye is a leading supplier. ADAS reduces crashes and driver workload but still requires an attentive driver, unlike full autonomy.

How is AI used in fleet management?

AI optimizes routing, monitors driver safety with dash cameras, predicts maintenance, and tracks fuel and assets. Platforms like Samsara and Motive give operators real-time visibility and alerts. The result is fewer incidents, lower costs, and less unplanned downtime.

What is AV simulation?

Autonomous vehicle simulation tests self-driving software in virtual environments, exposing it to rare and dangerous scenarios without real-world risk. Applied Intuition provides these tools. Simulation accelerates development and validation, since testing every situation on real roads would be slow and unsafe.

Vol. 4 · Issue 19 · Last reviewed 2026-05-30

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