Mavria raises $100M to build modular 5-megawatt data centers as manufactured products
Nov 9, 2026 with Adam Blake
Key Points
- Mavria raises $100M led by Paradigm to scale Terrain, a modular 5-megawatt data center designed as a manufactured product rather than custom build-to-spec infrastructure.
- The company targets thousands of existing US distribution grid sites representing over 100 gigawatts of deployable capacity, sidestepping lengthy power generation and substation buildouts.
- Mavria aims to reach 1 gigawatt annual production capacity from its Houston facility by mid-2027, betting modular manufacturing can outpace traditional data center construction.
Summary
Read full transcript →Mavria raises $100M to build data centers as manufactured products
Adam Blake's pitch for Mavria starts with a diagnosis: America is leading the AI race on software and talent, but its physical infrastructure is falling behind. His company's answer is to treat data centers the way manufacturers treat products.
“We started Mavria because we believe the next phase of the AI race is gonna be won or lost in the physical world. Terrain is a manufactured data center that integrates cooling, power, controls, and a structure into a repeatable five megawatt block. We did a $30M pre-seed seed round with Ange back in June — basically a day one check — and then more recently, we did this $100M round that was led by Paradigm.”
The product
Mavria's Terrain is a modular data center built in repeatable 5-megawatt blocks that integrate cooling, power, controls, and structure. Each block fits on less than an acre; a 25-megawatt deployment takes under 10 acres. The design uses liquid cooling, which eliminates meaningful on-site water requirements beyond filling closed loops on initial setup. Mavria handles everything from manufacturing through physical delivery and bring-up. Customers bring power and land; Mavria brings the rest, excluding the GPUs.
The first unit is under construction in Houston and is expected to complete by year-end, with smaller-volume rollouts beginning in Q1. Blake is targeting full production capacity of more than 1 gigawatt per year from the Houston facility by mid-2027.
Market logic
The 5-megawatt block size is a deliberate targeting decision. Blake says there are thousands of sites across the US already on existing distribution infrastructure, representing potentially more than 100 gigawatts of deployable capacity if operators accept batteries and curtailment agreements. That sidesteps the time and cost of building new power generation and substations entirely. The same product can also slot into the multi-hundred-megawatt campus deployments that hyperscalers and AI labs have been prioritizing.
Funding
Mavria took a $30M pre-seed/seed check from angel investor Ange in June 2026, described as a day-one investment. The company has since raised a $100M round led by Paradigm, with AMP as a co-investor. Blake is coming out of stealth with this raise.
The core bet is that AI infrastructure demand is coming at every scale, and that manufactured, modular data centers can reach gigawatt-per-year production rates faster than traditional build-to-spec construction ever could. Whether the Houston facility hits that 2027 ramp is the number to watch.
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