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Mavria: $130M for Factory-Built AI Data Centers

At a glanceQuick answers
What is Mavria?
A startup founded in June 2026 by three Department of Energy veterans to build AI data centers in a factory instead of on site.
How much has it raised?
$130 million across pre-seed and seed, including a $100 million round led by Paradigm at a $1 billion valuation.
What is Terrain?
A factory-built data center system in standardized 5 MW blocks that integrates power, cooling, controls and IT pods.
Editorial illustration on a near-white ground: a factory conveyor turning out identical data center blocks under the words Mavria and $1B valuation, $130M raised.
Fig 0Mavria wants data centers to come off a factory line. Made by CellCog's image agent, running GPT Image 2.5.

Mavria came out of stealth on November 9, 2026, saying it has raised $130 million and is valued at $1 billion. Its first product is Terrain, a data center built in a factory instead of on site. Paradigm led the latest round, per CEO Adam Blake’s launch post. The Wall Street Journal broke the story that morning.

The founders, Adam Blake, Nick Poradek and Seth Cohen, worked together at the Department of Energy. Cohen says they founded Mavria in June. Below: what Terrain is, what the money looks like in the filings, and what has not been shown yet.

On this page · 6 sectionsOpen
  1. What Mavria is building
  2. The money
  3. Who the founders are
  4. What is confirmed and what is not
  5. Why it matters
  6. Sources
Key points5 · 5 min full read
  1. A factory building next to a stack of coins.
    Mavria launched on November 9, 2026 with $130 million raised and a $1 billion valuation; Paradigm led the latest round.
  2. Identical blocks on a conveyor.
    Its first product, Terrain, packs power, cooling, controls and IT pods into factory-built 5 MW blocks, tested before they ship.
  3. A single block with a location pin.
    Terrain 01 is in production in Houston; Mavria sells the infrastructure, not cloud or compute.
  4. A filed document with a stamp.
    A Form D filed October 21 shows $75 million of a $100 million equity offering sold to 16 investors.
  5. Three hard hats in a row.
    The founders worked together at the Department of Energy; no customer, price or delivery date has been published.

§ 01What Mavria is building

Terrain packs power, cooling, controls and IT pods into one standardized system that is built and tested in a factory before it ships. Mavria’s own account on X says it comes in “standardized 5 MW blocks” and compares it to buying a laptop instead of building a PC: “It’s the difference between building your own PC vs. buying a MacBook.”

Animated diagram: on the left, separate power, cooling, controls and IT parts arrive at a construction site one by one; on the right, a factory line turns out identical 5 MW Terrain blocks that ship as finished units
Fig 1Today a data center is built on site, one project at a time; Terrain is built in a factory in 5 MW blocks

Customers are frontier labs, cloud providers and data center developers. Mavria sells the building, not what runs in it: “We don’t operate a cloud, and we don’t sell compute.” The first unit is under way: “Terrain 01 is in production in Houston right now.”

On speed, co-founder Seth Cohen is blunt: “When we say Terrain will deploy in weeks, not months or years, we mean it.” Mavria has not yet published specs, prices or a delivery date; its Terrain page says full product details are coming soon.

§ 02The money

Item Figure Source
Total raised to date $130 million Mavria, across pre-seed and seed
Latest round $100 million Mavria on X
Valuation $1 billion Mavria
Lead investor Paradigm Mavria
Other investors named AMP PBC, Liquid 2, Critical Frontier, Dream Ventures Mavria
Equity offering in Form D $100 million, $75 million sold SEC, filed Oct 21, 2026
Investors in the Form D 16 SEC
First sale October 14, 2026 SEC
Table 1Mavria’s funding, per the company and its SEC filing (November 9, 2026)
Mavria says it raised $130M; its October SEC filing shows $75M of a $100M round soldBar chart of Mavria's funding figures in millions of dollars: total raised, latest round and amount sold per the October Form D, with total raised highlightedTotal raised (company)130Latest round (company)100Sold per Form D (Oct 21)75Mavria says it raised $130M; its October SEC filing shows $75M of a $100M round soldBar chart of Mavria's funding figures in millions of dollars: total raised, latest round and amount sold per the October Form D, with total raised highlightedTotal raised (company)130Latest round (company)100Sold per Form D (Oct 21)75
Fig 2Mavria says it raised $130M; its October SEC filing shows $75M of a $100M round sold

The Form D, filed October 21, lists a $100 million equity offering with $75 million sold to 16 investors and $25 million remaining. That is a snapshot from three weeks before launch; the round may have filled since. Mavria lists its business address in The Woodlands, Texas.

§ 03Who the founders are

Blake built a large commercial solar company and sold a software business to Vista Equity Partners. Poradek built energy equipment and sold his last company to Liberty Energy. Cohen, a former Kirkland lawyer, worked on the effort to restart American nuclear power. Mavria says its wider team includes data center engineers from NVIDIA and AWS and people from large-scale modular LNG manufacturing.

§ 04What is confirmed and what is not

  • Confirmed: the $130 million total, the $1 billion valuation and Paradigm as lead, all in Mavria’s own post; Terrain 01 in production in Houston; the Form D numbers above.
  • Company claims: 5 MW blocks, deployment “in weeks”, lower cost and more predictable delivery than custom builds.
  • Not shown: any customer, a price, a delivery date, or a finished Terrain unit.

§ 05Why it matters

The bottleneck for AI has moved from chips to buildings and power. Hyperscalers are spending heavily on capex, as Meta’s record Q3 spending showed, and most of that money still pays for one-off construction. Mavria’s bet is that a data center can be a product, the way a rocket or a car is. Whether it ships in weeks will be clear once Terrain 01 leaves Houston.

§ 06Sources

Frequently asked5 questions

Q1Who founded Mavria?

Adam Blake (CEO), Nick Poradek and Seth Cohen, who worked together at the U.S. Department of Energy.

Q2Who invested?

Paradigm led the latest round, with AMP PBC, Liquid 2, Critical Frontier and Dream Ventures participating.

Q3Does Mavria sell compute?

No. Mavria says customer compute runs inside Terrain; it does not operate a cloud or sell compute.

Q4Where is the first unit?

Terrain 01 is in production in Houston, per Mavria.

Q5What does the SEC filing show?

A Form D filed October 21, 2026 lists a $100 million equity offering, $75 million sold to 16 investors, first sale October 14.

Published 09 November 2026 All Choosing a platform →