Autonomy

Operational Presence

Tesla: Robotaxi Operations

Commercial (2)Planned (4)
Tesla FSD logo

$TSLA

🇺🇸

Develops vision-only Full Self-Driving software deployed across its entire fleet of 6M+ vehicles globally. Holds the largest real-world autonomous driving dataset with 1.8B+ cumulative FSD miles driven by customers. Aims to launch a dedicated Cybercab robotaxi and license FSD technology to other automakers for a full self-driving future.

Value Chain Position

Chip DesignSensorsSoftware / AIVehicle IntegrationFleet OperationsRide-hail / Logistics

Chip Design

  • HW4 SoC: Current-gen autonomous driving chip powering all new Tesla vehicles. Designed in-house and manufactured by Samsung.
  • AI5 SoC: Next-gen chip purpose-built for the Cybercab robotaxi with significantly higher compute for end-to-end neural nets.

Software / AI

  • FSD (Full Self-Driving): End-to-end neural network that processes raw camera inputs into driving commands. Deployed across 6M+ vehicles collecting real-world training data.
  • Dojo Supercomputer: Custom training supercomputer using Tesla's D1 chips to train FSD models on video data at massive scale.

Vehicle Integration

  • Cybercab: Purpose-built robotaxi with no steering wheel or pedals. Designed for autonomous ride-hailing with low production cost targets.
  • Model 3/Y Fleet: Existing vehicles with FSD hardware that can operate as supervised robotaxis via over-the-air software updates.

Fleet Operations

  • Austin & SF Launch: First commercial robotaxi service launched in June 2025 using employee-owned Model 3/Y vehicles with safety drivers.

Ride-hail / Logistics

  • Tesla App Ride-Hailing: Integrated ride-hailing in the Tesla app. Planning to open a third-party network allowing non-Tesla AV operators.

Technology Milestones

Key Milestones

Oct 2015
Launch

Autopilot V1 launched with Mobileye EyeQ3 chip

Apr 2017
Milestone

HW2.5 chip deployed; began building in-house FSD team after Mobileye split

Apr 2019
Milestone

HW3 (FSD Computer) launched — first fully in-house autonomous driving chip

Dec 2022
Expansion

FSD Beta opened to all North American customers

Jan 2024
Milestone

FSD v12 released — first end-to-end neural network replacing hand-coded rules

Oct 2024
Milestone

Cybercab robotaxi unveiled at 'We, Robot' event — no steering wheel or pedals

Jun 2025
Commercial

Commercial robotaxi service launched in Austin with safety drivers

Aug 2025
Commercial

SF Bay Area Robotaxi launches with safety drivers (CA law)

Apr 2026
Expansion

Unsupervised Robotaxi launches in Dallas + Houston

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Autonomy - Tesla FSD | Sterling