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Embark Driver

Embark's Level-4 autonomous-driving stack for long-haul trucks. Reached test/pilot operation with safety drivers but never observer-free commercial deployment. Defunct: Embark wound down in 2023 and its IP was acquired by Applied Intuition.

Foundation model · Maturity: Research · Closed · Powers 2 robots

Machine-readable surfaces

Key facts

Source/methodology (Phase 1A, 2026-06-04)
CAP-FLAG: Embark's official site (embarktrucks.com) is DEFUNCT (HTTP 404) - the company's assets were acquired by Applied Intuition (closed Aug 2 2023). The primary substrate is the acquirer-official acquisition announcement; an Embark-branded live primary no longer exists.
Automation level
Level-4 autonomous-driving stack
Target vehicle/domain
Long-haul trucks
Operational status
Reached test/pilot operation with safety drivers
Commercial deployment
Never achieved observer-free commercial deployment

Developed by (1)

Powers (2)

Where Embark Driver runs

View the global map

Deployments of robots powered by Embark Driver, by place and type.

Free to use on your site, with a link back to DEPLOY.

Common questions

What is Embark Driver?
Embark's Level-4 autonomous-driving stack for long-haul trucks. Reached test/pilot operation with safety drivers but never observer-free commercial deployment. Defunct: Embark wound down in 2023 and its IP was acquired by Applied Intuition.
Which robots run on Embark Driver?
2 robot models on the DEPLOY registry run on Embark Driver: Embark Autonomous Truck, Embark Driver.
Who developed Embark Driver?
Embark Driver is credited to Embark Trucks on the DEPLOY registry. Each developer attribution is verified via primary sources.
Is Embark Driver open source?
No. Embark Driver is recorded as proprietary on the DEPLOY registry. Model weights and source are not publicly available.
What type of AI is Embark Driver?
Embark Driver is a foundation model on the DEPLOY registry.
What is Embark Driver's maturity stage?
Embark Driver is at the research stage on the DEPLOY maturity ladder. Research stage means active development without commercial deployments on file.

Sources (3)

  1. https://techcrunch.com/2023/05/25/applied-intuition-to-buy-autonomous-trucking-spac-embark-for-71m/
  2. https://www.ttnews.com/articles/embark-self-driving-truck-completes-coast-coast-test-run
  3. https://www.appliedintuition.com/news/embark
Methodology: Verified · 3 sources (1 primary) · last reviewed 2026-06-28

Verification posture

Verified

High confidence

Review state

Stable

Last reviewed 2026-06-28

Maturity + lifecycle

Maturity stage: research

Sources by quality tier

1
secondary-industry-publication
Industry publication
1
unclassified
Unclassified source
1
primary-company-ir
Company IR disclosure

The framework is documented at /methodology. Corrections at /corrections. Reviewer: DEPLOY editorial team.

Methodology surface for Embark Driver.

Canonical ID 08b9844d-86d3-4f49-84b2-9dd6a4952ee1