汽车 AI 工具

分类导读

汽车 AI 产品涉及研发仿真、制造检测、车队分析、销售支持和车载交互等不同环节。评估时应先确定业务阶段与安全等级，再核对数据、硬件和现有系统条件。

选择维度

• 适用车型、传感器、工程格式、业务系统和部署环境的兼容性
• 训练或分析数据来源、场景覆盖、误差指标和可重复验证能力
• 功能安全、网络安全、隐私保护、人工接管与责任边界
• 车端或云端资源、接口集成、维护周期、试点条件和总体成本

使用提醒

涉及车辆控制、驾驶辅助或安全决策的输出必须经过专业测试、法规核对和冗余验证；展示或销售辅助结果也应由业务人员检查事实与适用条件。

来源与更新

分类数量与入口取自本站 2026-08-27 固定目录；车型支持、安全认证、部署条件和商业条款以供应商官方资料为准。

相邻分类

• 工程与仿真
• AI/ML 模型
• 安全与治理

• Lemonade Car Paid ★4.92
  AI-native car insurance from Lemonade — usage-based pricing via telematics, AI claims processing in seconds. Public ($LMND).
• Metropolis Paid ★4.92
  AI platform for seamless parking solutions and mobility services.
• Mobileye Paid ★4.92
  AI-powered solutions for autonomous driving and advanced driver-assistance systems.
• Waymo Paid ★4.92
  AI-powered self-driving technology and autonomous ride-hailing services.
• Applied Intuition Paid ★4.91
  Physical AI development platform — simulation, testing, AI tooling for autonomous vehicles. $15B+ valuation. Used by major OEMs and defense.
• Motive Paid ★4.91
  AI-powered fleet management (formerly KeepTruckin) — AI dashcams, ELD compliance, driver safety, spend management. $2.85B valuation.
• Fullpath Paid ★4.84
  AI Customer Data Platform for auto dealers — unifies dealer data, runs AI-driven personalized marketing campaigns. Direct CDP-to-conversion focus.
• Impel Paid ★4.83
  End-to-end AI customer lifecycle platform for automotive — AI conversation, AI merchandising, AI service, AI marketing. Used by 5,000+ dealers.
• Tekion Paid ★4.83
  Cloud-native AI dealer management system disrupting CDK Global + Reynolds. $4B+ unicorn. Founded by ex-Tesla CIO Jay Vijayan.
• Pony.ai Freemium ★4.82
  Autonomous driving company developing robotaxis and robotrucks. Public on Nasdaq (PONY); permits across Beijing, Shanghai, Guangzhou.
• Helm.ai Paid ★4.81
  Self-driving AI built on Deep Teaching — unsupervised learning approach. Honda's partner for next-gen ADAS. AV foundation models.
• DeepRoute.ai Paid ★4.79
  Chinese ADAS leader — intelligent assisted driving deployed on 1.3M+ cars. Backers include Alibaba, Great Wall, Dongfeng. $500M+ raised.
• Waabi Paid ★4.78
  Advanced AI for Self-Driving Technology
• Monolith AI Paid ★4.77
  Self-learning AI for car engineers — replaces expensive physical testing with AI models trained on engineering data. Used by BMW, Honda, Jaguar Land Rover.
• Gatik Freemium ★4.73
  Autonomous middle-mile logistics specialist. Self-driving box trucks on fixed B2B routes between DCs and retail stores for Walmart, Loblaw, and KBX.
• Ravin AI Paid ★4.6
  AI vehicle inspection — computer vision detects damage from any phone or installed camera. Used by insurers, dealers, and rental companies globally.
• AEye Paid ★4.59
  AI-powered platform for autonomous vehicle technology and advanced perception systems.
• Comma.ai Paid ★4.58
  Open-source driver assistance system for modern cars.
• Aurora Paid ★4.35
  AI-powered platform for self-driving technology and autonomous vehicles.