DEPLOYDatabase

Robot model

Embark Driver

brainresearchby Embark Trucks

Autonomous driving system for Class 8 semi-trucks; software stack for long-haul freight; deployed on partner carrier fleets.

Track Embark Driver
Manufacturer
Embark Trucks
Form factor
brain
Maturity
research
Lifecycle
discontinued

The verified answer

As of Oct 2026, DEPLOY verifies Embark Driver, a brain by Embark Trucks (research). 3 sources back the record.

Appears inLogistics robots

discontinuedDiscontinued. The product or service is no longer actively pursued by the maker.

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Track Embark Driver on Deploy.

We notify you when a verified state change lands on the record, not when the company issues a claim.

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Key facts

Type

Autonomy system for Class 8 trucks.

Maker

Embark Trucks, founded by CEO Alex Rodrigues; public via SPAC (EMBK) Nov 2021 at about $5B.

Wind-down (reported, Mar 2023)

Laid off about 70% of staff and began winding down; liquidation explored.

Data & sources

Company filings

1

News coverage

1

Web sources

1

3 sources backing this record.View all →

Pricing

No verified price is on record for Embark Driver. Physical-AI systems are often sold through enterprise contracts or operated as a service rather than at a public list price.

How DEPLOY tracks pricing

Recent activity

Every change to this record is dated, sourced, and independently verified where marked.

Full change history →

Runs on (1)

Supply chain (1)

Compute / semiconductor

  • NVIDIANVIDIA DRIVE autonomous vehicle compute platform (powers Embark Universal Interface and Embark Driver L4 software; 4-year deal; manufacturer-agnostic platform for PACCAR/Volvo/International/Freightliner trucks; announced August 2021)suppliesended

Suppliers appear here when verified with at least two strong sources (maker-official / IR / regulatory / standards-body / verified tier-2). Sources are append-only; corrections add new sources rather than rewrite history.

Safety record

No incidents on record for Embark Driver.

Only active incidents are counted. Retracted incidents are excluded from this summary but remain reachable at their canonical URLs.

Sources (3)

  1. https://blogs.nvidia.com/blog/embark-autonomous-trucking-platform-nvidia-drive/
  2. https://www.sec.gov/Archives/edgar/data/1827980/000114036123009933/brhc10049273_8k.htm · 2023-03-03
  3. https://techcrunch.com/2023/03/03/embark-trucks-lays-off-workers-explores-liquidation-of-self-driving-truck-assets/ · 2023-03-03

Common questions

What is Embark Driver?
Autonomous driving system for Class 8 semi-trucks; software stack for long-haul freight; deployed on partner carrier fleets.
How much does Embark Driver cost?
Embark Driver's price is not publicly disclosed. DEPLOY has no verified price on record for Embark Driver from Embark Trucks. Physical-AI systems like this are often sold through enterprise contracts or operated as a service rather than at a public list price; check the manufacturer for the latest.
Is Embark Driver actually deployed in the real world?
Embark Driver is at the research stage: it exists, but DEPLOY has no verified real-world deployment on record. Manufacturer capability claims should be read as claims pending independent verification.
Who makes Embark Driver?
Embark Driver is made by Embark Trucks, based in San Francisco, California, USA, founded in 2016.
Can you buy Embark Driver?
Embark Driver is discontinued and no longer sold; its historical record remains on the DEPLOY registry.
What AI powers Embark Driver?
Embark Driver runs Embark Driver. Each brain assignment is verified at the registry level via primary sources.
What are alternatives to Embark Driver?
On the DEPLOY registry, comparable brain robots to Embark Driver include BrainOS, Autoware, Hivemind, Cangqiong CEORION.
How does Embark Driver compare to BrainOS?
Embark Driver and BrainOS (Brain Corp · 7 deployments) are both brain robots on the DEPLOY registry. Embark Driver has 0 verified deployments on record. Compare both records for specs, safety, deployments, and verified-vs-claimed autonomy.
Is Embark Driver a top brain?
On DEPLOY's intelligence score, which blends verified deployments, safety, adoption, media, and IP signals, Embark Driver ranks in roughly the top 58% of brain models tracked by the registry.
What is Embark Driver's maturity stage?
Embark Driver is at the research stage on the DEPLOY maturity ladder (research, prototype, pilot, commercial, production). Research stage means active development without commercial deployments on file.
Is Embark Driver still being made?
Embark Driver is discontinued: the product line is permanently ceased; historical records remain on the registry.
Where is Embark Driver deployed?
No verified deployments of Embark Driver are currently on the DEPLOY registry. DEPLOY records deployments only when verified at a named site with a primary source; absence may reflect pre-deployment, research, or manufacturer-internal use.
Is Embark Driver safe?
Embark Driver has no incidents on record in the DEPLOY registry. This does not constitute a safety guarantee; it reflects the incidents DEPLOY has tracked and verified to date.
Methodology: Verified · 3 sources (1 primary) · last reviewed 2026-10-12

Verification posture

Verified

High confidence

Review state

Stable

Last reviewed 2026-10-12

Maturity + lifecycle

Maturity stage: research

Lifecycle: discontinued

Architectural position

Cohort: brain

Sources by quality tier

1
unclassified
Unclassified source
1
primary-sec-filing
SEC filing
1
secondary-industry-publication
Industry publication

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

Methodology surface for Embark Driver.

Recent coverage

Embark Driver in third-party press

Embark Trucks laying off 70% of employees, winding down business

Mar 3, 2023