Vineland Update: The Filings Said March. The Heat Says November.

Nebius Group NV | Vineland, New Jersey (PJM) | DC01 and DC02, 50 MW each (campus planned for 300 MW across six units) | Drone flight: November 2, 2026

What you'll walk away with: a documented case of a reported milestone being wrong by eight months, and the one signal that catches it every time.

Multiple sources, including IIR, have listed Vineland DC02 as operational since March. If you priced PJM load, gas burn, or Nebius capacity off that date, you were early. Our June flight found the hall still under construction. On November 2, our thermal drone captured the first heat rejection from DC02's cooling arrays. That is the moment a data center stops being a claim and starts being a load.

Reported status is a claim. Heat is a fact.

Vineland campus, 11/2/2026. Visible (left) and thermal (right). Rooftop cooling units read warm across the hall, with construction continuing across the campus.

Vulcan WPI for Vineland DC02 by vintage. Weekly progress ran steadily from October 2025, then tapered off through September and October 2026 as work wound down.

That is the whole premise of observational intelligence, and Vineland is the clearest example we have recorded this year.

What we saw

DC02 is finally rejecting heat. Two sets of ground-level cooling arrays read warm, connected to the hall by flexible hose. They sit on skids, not finished pads, with construction material staged around them, so this is interim cooling and may reflect commissioning load rather than IT load. Either way, it is the first physical evidence of service, roughly four weeks ahead of Vulcan's WPI online date of November 29.

Ground-level cooling arrays serving DC02, 11/2/2026. Visible (left) and thermal (right). The arrays read warm, with flexible hoses connecting them to the building.

A second set of ground-level arrays along the hall, 11/2/2026. Visible (left) and thermal (right). The arrays read warm along their length.

The generator yard has more than doubled its output. In June, 25 of 62 units were running. On November 2, 52 of 58 were, marked by hot exhaust stacks and visible plumes. On the same assumptions as June, that is roughly 70 to 105 MW of active on-site generation, up from 35 to 50 MW. Unit model and fuel type still cannot be confirmed from imagery.

On-site generator yard, 11/2/2026. Visible (left) and a thermal frame from the same pass (right). Exhaust stacks read hot on the running units, with warm exhaust plumes drifting across the pad.

The fuel cells are installed and cold. Nebius's Bloom Energy arrays, tied to the pivot away from permitting-challenged gas engines, are now on site alongside the Phase 2 construction approved in August. They show no operating signature. Their warm faces line up with the morning sun angle, not output. A cruder read would have called them running. Thermal, flown at the right hour, said otherwise.

Fuel cell arrays, 11/2/2026. Visible (left) and thermal (right). The warmer faces follow the morning sun angle, and the units show no operating heat signature.

Why this matters to you

You might think the lesson is “IIR was wrong.” It isn't. Reported dates are inputs from the developers or contractors, filtered through disclosure incentives and permitting optimism. They are not designed to tell you when electrons are flowing. Observational intelligence is. It doesn't ask the project whether it's done; it measures whether the project is doing anything.

Every month you carry a reported status that observation hasn't confirmed, you are carrying someone else's assumption as your own position.

Unit status (November 2, 2026)

Vulcan status and WPI online date are from Vulcan; reported status and dates are from IIR Energy; observations are from the November 2 drone pass.

How Vulcan gets you there

Vulcan is the only infrastructure platform that pairs continuous satellite monitoring with on-site thermal drone verification, so you track every data center, generation, and transmission project from first grading to first heat. Three steps:

1. Watch — Vulcan's satellite WPI tracks construction pace on every site, every week.
2. Verify — When WPI says a site is close, we may fly it or you can commission it. Thermal confirms what the filing can't.
3. Act — You get the energized date before the market reads the press release.

Your move

• Current clients: You direct the intelligence gathering. Send site suggestions or commission targeted flyovers on your highest-conviction positions to David Bellman at dbellman@synmax.com.
• Not yet a client: If you need to stay ahead of construction delays and confirm which facilities are actually energized before the market does, reach out to David Bellman at dbellman@synmax.com to schedule a demo of our integrated satellite and drone dashboard. Stop pricing off what developers report. Start pricing off what the sky can see.