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Deployment

DataOne AI Factory at Vineland, New Jersey, USA

Hyperscale AI data center infrastructure engineered for high-density GPU workloads, featuring direct liquid cooling, power densities of 60-500kW per rack, and PUE of 1.06-1.15. Deployed at 400MW scale in France and 300MW in Vineland, NJ.

DataOne AI Factory by DataOne · Catalog entry · 1 source · not yet field-verified

Track DataOne AI Factory at Vineland, New Jersey, USA

300MW AI data center built for Nebius with 10-year tenant commitment. Facility generates 85% of its own power using natural gas, with 32 high-efficiency gas engines and 6 diesel generators. Originally planned as 2.4M sqft, scaled to ~718K sqft. Construction underway as of 2026.

Key facts

Capacity
300MW
Tenant
Nebius (10-year lease)
Power generation
85% on-site natural gas

Exposure

Customer segment
construction
Scale tier
pilot lt10

Each exposure value carries its own basis marker. Aggregators report a number; this surface preserves the source class so verification depth travels with the value.

Safety record

2 incidents on record (2 moderate). Most recent: Mar 2026.

moderate
2

Most recent: Mar 2026

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

Incidents on record (2)

Direct incidents recorded against this deployment. Retracted incidents are excluded here but remain reachable at their canonical URLs.

Trust tier
Catalog entry · 1 source · not yet field-verifiedhow tiers work →
Last updated
2026-08-21
Model
DataOne AI Factory
Company
DataOne
Location
Vineland, New Jersey, USA
Operator
DataOne
Status
operational
Scale at site
2 to 10 units
Site environment
outdoor
Location precision
verified coordinates
First seen
2025-03-06
ID
115093a3-d340-40c4-b90d-86992ab99f02

Timeline

  1. Mar 2025
    First recorded
    DataOne AI Factory first documented operating at Vineland, New Jersey, USA.
  2. Aug 2026
    Current status: operational, reviewed
    Latest recorded state. New status transitions append here as the deployment-status recorder produces them.

On the deployment map

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DataOne AI Factory operates in Vineland, New Jersey, USA. Explore the full verified map:

Sources (1)

  1. DataOne and Nebius Partner for New US 300MW AI Data Centre · https://datacentremagazine.com/articles/dataone-and-nebius-partner-for-new-300mw-ai-data-centre · 2025-03-06
Methodology: Verified · 1 source (no primary) · last reviewed 2026-08-21

Verification posture

Verified

Low confidence

Review state

Stable

Last reviewed 2026-08-21

Maturity + lifecycle

Maturity stage: production

Lifecycle: active

Architectural position

Cohort: other

Sources by quality tier

1
unclassified
Unclassified source

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

Methodology surface for DataOne AI Factory at Vineland, New Jersey, USA.

Common questions

What is the DataOne AI Factory deployment at Vineland, New Jersey, USA?
DataOne AI Factory, built by DataOne, is recorded as a deployment at Vineland, New Jersey, USA on the DEPLOY registry. DataOne operates the deployment directly.
Who operates DataOne AI Factory at Vineland, New Jersey, USA?
DataOne, the manufacturer of DataOne AI Factory, operates this deployment directly. This is a maker-deploys-its-own-product arrangement rather than a customer pilot.
When did the DataOne AI Factory deployment at Vineland, New Jersey, USA go live?
The deployment is recorded as starting March 6, 2025 on the DEPLOY registry. Earlier activity may exist but is not yet sourced.
Have there been incidents at the DataOne AI Factory deployment at Vineland, New Jersey, USA?
2 active incidents affecting this deployment are on the DEPLOY registry. Each is a sourced, append-only record; retracted incidents are suppressed from this view.
Is DataOne AI Factory at Vineland, New Jersey, USA safe?
DataOne AI Factory at Vineland, New Jersey, USA has 2 active incidents on record in the DEPLOY registry. 2 incidents on record (2 moderate). Most recent: Mar 2026. Retracted incidents are excluded from this count.

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