Andreessen Horowitz and CIV invest in Unlimited Industries as it transforms infrastructure construction using AI. The company’s platform automates engineering design, cutting project costs by millions and reducing pre-construction time from months to days.
Across the United States, a new industrial age is taking shape. Trillions of dollars in infrastructure, from energy projects and advanced manufacturing to data centers and critical mineral facilities, must be built in the next decade. But large construction projects are slower and more expensive today than they were half a century ago. Unlimited Industries, a California-based company using AI to rethink how infrastructure gets built, has raised $12 million in seed funding to change that.
The round was co-led by Andreessen Horowitz and CIV, with participation from leading industry investors. The capital will accelerate Unlimited’s expansion and further develop its proprietary AI platform – one designed to make large-scale engineering and construction faster, cheaper, and more ambitious.
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AI Advantages at a Glance
1. Engineering timelines shortened from months to days: Unlimited’s AI platform automates pre-construction design and planning, thus teams can initiate construction significantly within a shorter time period of while expensive delays are eliminated.
2. Pre-construction savings of millions: Through the parallel evaluation of tens of thousands of design options, the system determines the most cost-efficient configuration, thus project capital expenditure is lowered by double-digit percentages.
3. Complete integration through to the customer journey stages: There is transition traditionally from engineering, procurement, and contractor, whereas Unlimited merges AI-driven design and construction in one place, thus the main goal is the delivery of the product rather than billing of hours.
4. Ongoing system versus fixed drawings: By this, as it were, every project adds more data and engineering logic to the system, which allows for smarter design, more accurate cost estimates, and better on-site execution over time.
5. Higher safety and performance built into every model: The platform tests far more designs than is humanly possible; thus, the model that has been selected fulfills strict safety, reliability, and efficiency standards even before the construction phase commences.
6. Built for the largest energy and industrial projects: The solution is specifically designed for the largest bottleneck in the U.S. economy – building power infrastructure, data centers, critical mineral facilities, and advanced manufacturing at scale and speed.
7. An infrastructure model that learns from its mistakes and grows exponentially over time: Unlike traditional engineering, which is different for every project, the AI of Unlimited becomes more intelligent with each build thus creating a compounding competitive advantage in cost data, process speed, and project reliability.
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Unlike traditional construction firms or standard software companies, Unlimited is an AI-native construction company that both designs and builds. Its proprietary platform can generate and evaluate hundreds of thousands of design configurations in parallel, automatically identifying optimal layouts for cost, safety, and performance before construction begins. By integrating AI-driven design with its own vertically integrated engineering and construction teams, Unlimited eliminates the costly handoffs and misaligned incentives that have defined the industry for decades.
“Advances in AI mean we can finally build the physical world the way we build software,” said Alex Modon, Co-Founder and CEO of Unlimited Industries. “The traditional construction model is slow, brittle, and fundamentally misaligned. Our approach replaces static design choices with a dynamic, data-driven process that learns from every project. The result is faster, cheaper, and more successful projects.”
The company was founded by Alex Modon, a multidisciplinary engineer and repeat founder who entered the world of industrial construction only to discover how outdated it was. On his first major project in one of the most construction-friendly regions of Texas, he found a system mired in inefficiency, misaligned incentives, and inertia. Projects that should have taken months dragged on for years, and each step relied on disconnected tools and manual processes that made it impossible to iterate quickly. The experience led to a realization: with the advent of powerful new AI models, physical infrastructure could finally be built the way software is built. That idea became Unlimited.
To accelerate the company, Modon teamed up with Tara Viswanathan and Jordan Stern, who previously built and scaled Rupa Health (founder / CEO and first teammate, respectively) from zero to millions in revenue before its successful acquisition in 2024.
The company’s approach is already proving its value in the field. On a recent industrial project, Unlimited reduced the time required for pre-construction engineering from six months to just a few weeks, allowing work to begin far earlier while improving design certainty. In another, its AI platform explored tens of thousands of potential configurations and identified an optimal design that reduced projected capital costs by over 50 percent. Each project makes the system smarter, strengthening the models, cost data, and workflows that underpin Unlimited’s platform. While their goal is to automate all construction, the company is starting with what’s most needed now: rapidly building power in the US for data centers, critical minerals, and advanced manufacturing projects. They currently work with a wide range of customers in this space, from 100 year old public companies to cutting-edge energy startups.
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The company’s approach is novel in how it ties incentives to measurable outcomes. Traditional engineering and construction firms profit from delay and inefficiency through cost-plus contracts and change orders. Unlimited’s model flips that dynamic. Its integrated structure allows for unlimited design iterations at near-zero marginal cost – a shift that turns static engineering into a continuous optimization process.
“The engineering and construction industry has remained largely unchanged for decades,” said Katherine Boyle, General Partner at Andreessen Horowitz. “Unlimited’s vertically integrated, AI-first approach represents a paradigm shift, turning design and build into a rapid and continuous optimization problem. This is exactly the kind of innovation needed to restore America’s ability to build ambitious infrastructure at scale.”
Unlimited’s broader mission is to rebuild America’s capacity to build, turning industrial construction into an agile, software-driven process that keeps pace with the country’s most ambitious goals. By aligning technology, talent, and incentives around outcomes instead of process, the company is charting a new path for how infrastructure gets built – one that makes speed, adaptability, and abundance the standard for America once again.
Unlimited is an AI-native construction company headquartered in San Francisco. Today, the company designs and builds across energy infrastructure, data centers, critical minerals, and advanced manufacturing, helping developers build with greater speed, ambition, and efficiency. Their mission is to build a future of radical physical abundance by automating construction end-to-end. The company was founded in 2025 by serial founders Alex Modon, Jordan Stern, and Tara Viswanathan.
Andreessen Horowitz (a16z) is a venture capital firm that backs bold entrepreneurs building the future through technology. The firm is stage agnostic. a16z invests in seed to venture to growth-stage technology companies, across AI, bio + healthcare, consumer, crypto, enterprise, fintech, games, infrastructure, and companies building toward American Dynamism. Founded in Silicon Valley in 2009, a16z has $46B in committed capital across multiple funds.
CIV is an investment firm that backs and builds transformative companies reshaping the world’s most critical industries. By combining deep operating expertise, a flexible capital model, and a unique global advisory network, CIV creates structural advantages for visionary founders tackling society’s most urgent challenges. When the best company exists, we back it. When it doesn’t, we partner with exceptional founders to develop groundbreaking ideas, build new companies, and accelerate their growth.
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FAQs
1. What does Unlimited Industries do?
It uses AI to automate engineering and construction, dramatically speeding up infrastructure development.
2. How does the AI platform reduce project costs?
By testing thousands of design configurations and selecting the most efficient and safest option before construction begins.
3. What types of projects does the company focus on?
Data centers, energy infrastructure, critical minerals, and advanced manufacturing facilities.
4. How is Unlimited different from traditional construction firms?
It is AI-native and vertically integrated – designing and building under one roof instead of relying on fragmented contractors.
5. What is the company’s long-term mission?
To automate construction end-to-end and restore America’s ability to build large infrastructure quickly, efficiently, and at scale.
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