Vehicle OS and Autonomy Stack by Applied Intuition: status and timeline

Vehicle OS and Autonomy Stack

Unified software platform for autonomy development across cars, trucks, construction and agriculture. Used by 18 of the top 20 global automakers for development, testing and validation.

ScalingStage 5 of 5

Used by 18 of top 20 automakers; NVIDIA and HUMAIN partnerships in 2026.

Updated 31 Aug 2026Checked 10 Oct0 updates this week

Milestones

Next · HUMAIN Saudi Arabia autonomous trucking partnership

Founded with first OEM customers2017Complete.
$1.25B unicorn valuation2020Complete.
Series E and OEM vehicle OS deploymentsMar 2024Complete.
$600M Series F at $15B valuationJun 2025Complete.
NVIDIA L2+ partnership announcedMar 2026Complete.
HUMAIN Saudi Arabia autonomous trucking partnershipTarget Aug 2026Current milestone.

Most important updates

Upcoming

Aug 2026HUMAIN Saudi Arabia autonomous trucking partnership (next)

Current obstacles

Regional regulatory differencesAutonomy rules vary by jurisdiction; single stack must handle diverse requirements.
Competing in-house stacksLarge OEMs and tech companies build their own autonomy software.

Physics limits

Simulation-to-reality gapSimulation can never perfectly match real-world physics and sensor noise.
Data privacy constraintsOEMs limit data sharing with suppliers; Applied Intuition works within silos.

How it works

3 parts

Development platform

Simulate before testing on roads

Simulation and testing tools let teams iterate fast before real-world testing.

Validation

Prove safety systematically

Systematic edge case testing without running rare scenarios on public roads.

Vehicle OS

Hardware abstraction layer

OS sits between autonomy code and vehicle hardware, enabling code reuse.

Spec sheet

Spec	Vehicle OS and Autonomy Stack
Top-20 automakers using platform	18 of 20^R (reported)
Annual Recurring Revenue (2024)	$415M^R (reported)

^R reported by the company

Update log

2 updates

Mon 31 Aug

Major: Applied Intuition and HUMAIN partner on Saudi Arabia autonomous truckingPressPartnership

Tue 17 Mar

Major: Applied Intuition and NVIDIA partner to accelerate L2+ autonomyPressPartnership

About Applied Intuition

The team behind Vehicle OS and Autonomy Stack

Applied Intuition

Vehicle OS, autonomy stack, simulation and validation

Applied Intuition builds software for developing, testing and deploying autonomous systems. Used by 18 of the top 20 global automakers, plus suppliers and defence programs. Series F at $15B valuation in June 2025.

Used by 18 of the top 20 global automakers for autonomy development and validation.
Reached $15B valuation with $600M Series F in June 2025 from BlackRock and Kleiner Perkins.
Partnerships with NVIDIA (L2+ autonomy) and HUMAIN (driverless trucking in Saudi Arabia) announced in 2026.

appliedintuition.com (opens appliedintuition.com)Company profile →

Founded: 20179 yrs
Headquarters: United States
Status: Private
Valuation: $15BprivateJun 2025
Raised: $1.2B7 rounds
Last round: Series F · $600MJun 2025
Works in: VehiclesSelf-driving software
Coverage: 1 program · 3 updateslatest 31 Aug 2026checked 10 Oct
Lead investors: BlackRockKleiner PerkinsLux CapitalElad GilPorsche InvestmentsAdditionCoatue ManagementAndreessen HorowitzGeneral CatalystFloodgate
Customers: TRATON (opens appliedintuition.com)
Partners: NVIDIA (opens bolsamania.com)HUMAIN (opens appliedintuition.com)
People: Qasar YounisCEO and Co-founderPeter LudwigCTO and Co-founder

Spec

Vehicle OS and Autonomy Stack

Top-20 automakers using platform

18 of 20^R (reported)

Annual Recurring Revenue (2024)

$415M^R (reported)