Robot model
Embark Driver
Autonomous driving system for Class 8 semi-trucks; software stack for long-haul freight; deployed on partner carrier fleets.
- Manufacturer
- Embark Trucks
- Form factor
- truck
- Lifecycle
- active
Appears inLogistics robots
Deploy Watch
Track Embark Driver on Deploy.
We notify you when a verified state change lands on the record, not when the company issues a claim.
Key facts
Robot
Stage
Scale
CEO
Stock
Peak valuation
Status
Data & sources
Web sources
1
1 source 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.
Embark Driver on the deployment map
Where Embark Driver is verified operating. Explore the deployment map by place and type.
Recent activity
Every change to this record is dated, sourced, and independently verified where marked.
- Verified media addedVerifiedJun 7, 2026
Embark, Frigidaire and Ryder Open 650 Mile Automated Freight Route
- Record createdJun 6, 2026
Added to the verified registry
Runs on (1)
- Embark Driverfoundation-model · research
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 (1)
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?
- DEPLOY has no verified real-world deployment of Embark Driver 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.
- 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 truck robots to Embark Driver include Gatik Autonomous Box Truck, Aurora Driver on Peterbilt 579 (PACCAR), Cat MineStar Command for Hauling, Einride Pod.
- How does Embark Driver compare to Gatik Autonomous Box Truck?
- Embark Driver and Gatik Autonomous Box Truck (Gatik · 5 deployments) are both truck 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 truck?
- On DEPLOY's intelligence score, which blends verified deployments, safety, adoption, media, and IP signals, Embark Driver ranks in roughly the top 87% of truck models tracked by 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 · 1 source (no primary) · last reviewed 2026-07-12
Verification posture
Verified
Low confidence
Review state
Stable
Last reviewed 2026-07-12
Maturity + lifecycle
Lifecycle: active
Architectural position
Cohort: truck
Sources by quality tier
- 1
- unclassified
- Unclassified source
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
In the press
Recent coverage mentioning Embark Driver from third-party publications. Automatically surfaced; not part of the verified registry record.
Machine-readable surfaces
- Markdown mirror: /models/embark-driver.md
- JSON-LD: embedded in this page’s head
- REST API: /v1/models/d4d51187-1b62-494b-83ad-1b8ce5ffa5a6
- Revision history: /models/embark-driver/history
- Data documentation: /data
- Query this programmatically: Deploy MCP
Video
Working closely with the Texas Department of Public Safety and the Travis County Sheriff’s Office, Embark developed the capability for Embark-powered trucks to
@AviNMash and @Reilly_McAdams sit down with Alex Rodrigues (@alexrodriguesca) CEO of Embark Embark is an autonomous vehicle company building the software fo
Talk: Connecting AV @EmbarkTrucks trucks for development at rest and live support on the road. Technologist and software engineer working with systems powerin
#shorts #joerogan #jre #joeroganexperience #podcast #interview Welcome to Rogan Rundowns, your one-stop destination for the best clips and highlights from the
Reality vs attention
Embark Driver draws attention at the 61st percentile but verifies reality at the insufficient-data level among truck robots.
6-month trend
Analysis
Thin deployment record; scale validation still in progress.
Signal flags
Dimension breakdown
Verified signal
Attention (reach, not merit)
DEPLOY Intelligence scores are computed from verified registry data: confirmed deployments, disclosed funding rounds, regulatory filings, active job listings, video viewership, and press coverage. Confidence ratings reflect data availability. Scores update nightly.
DEPLOY Indices — verified vs claimed
Last computed: Jul 23, 2026