Argan doesn't make AI. It builds the gas-fired power plants that AI data centers can't run without — debt-free, deeply profitable, and sitting on a backlog worth two-thirds of the entire company. The bottleneck isn't compute. It's electricity.
The cleanest way to understand Argan is to stack three numbers against each other: what the company is worth, what it's already contracted to build, and what it earns in a year. The backlog dwarfs revenue — that's not hype, it's signed work waiting to be recognized.
You can't pour billions into data centers if the grid can't power them. That's the whole thesis.
Argan, Inc. is a 20-year-old engineering and construction firm that designs and builds large, complex power-generation plants — primarily gas-fired and renewable facilities. It is, in the most literal sense, a pick-and-shovel business: it doesn't speculate on which AI company wins, it gets paid to build the infrastructure all of them depend on.
The demand driver has changed shape fast. In its own words, Argan points to the rapid proliferation of AI data centers, the electrification of transportation and industry, the reshoring of U.S. manufacturing, and the urgent need to replace aging power assets — all converging at once. These data centers need reliable, 24/7 baseload power, and that increasingly means new gas-fired plants, which is exactly Argan's wheelhouse.
This is the part the market took a while to price: the constraint on AI isn't only chips. It's the electricity to run them. Every headline about a hyperscaler's capex plan is, downstream, a power problem — and Argan builds the answer.
Most AI mid-caps burn cash and sell a story. Argan does the opposite.
Here's what separates Argan from nearly every other "AI" mid-cap: it actually makes money, and a lot more of it each year. Fiscal 2026 set company records across the board — revenue of $945M (up 8%) and net income of $138M (up 61%). Earnings grew almost eight times faster than revenue, which is the signature of expanding margins as larger, better-executed projects flow through.
The balance sheet is the quiet hero. Argan carries zero debt and roughly $421M in net liquidity. In a capital-intensive construction sector — where rivals lever up to fund working capital — a debt-free, cash-rich contractor can take on big projects, absorb timing bumps, and return capital through dividends and buybacks without sweating a rate cycle.
And the momentum is fresh, not historical. The most recent quarter (Q1 FY2027) delivered record revenue of $291M with the backlog holding near its all-time high at $2.8B. This isn't a turnaround bet — it's a business firing on every cylinder at once.
The backlog doubled in a year. Here's what's actually inside it.
In fiscal 2026, Argan added $2.5B in new contract value, doubling its consolidated backlog from $1.4B to $2.9B — and the growth was broad, with the power, industrial, and teledata segments all roughly doubling. The power segment alone went from $1.3B to $2.7B.
What's inside is concrete, not speculative. Argan is actively constructing roughly 5.5 gigawatts of thermal power generation across the U.S. and Ireland, including full notice-to-proceed on a ~1.4 GW combined-cycle gas plant in Ward County, Texas, and completed work like the 950 MW Trumbull Energy Center in Ohio. The industrial arm even won a contract to fabricate ~2,000 pressure vessels destined for data-center cooling systems — a direct tie to the AI buildout.
Backlog isn't revenue until it's built, but for an EPC contractor it's the best forward signal there is. Three years of signed work, doubling year over year, is exactly the kind of visibility the market rarely gets from a company this size.
Ten valuation methods, one chart. Each bar is a method's fair-value range; the line is today's price.
Run the numbers ten different ways and they converge on an uncomfortable answer: on fundamentals, nearly every method lands well below the current ~$720 price. The cash-flow models (DCF, backlog conversion) cluster in the $225–256 range. Even the generous scenario-weighted case — assuming bull-case growth, margins, and a premium exit multiple — only reaches ~$325.
The reverse-DCF makes the tension explicit: to justify today's price, the market needs ~8.5% perpetual FCFF growth — an aggressive, sustained rate for an EPC contractor whose earnings are inherently lumpy and project-driven.
This doesn't make Argan a bad company — the backlog, balance sheet, and margins are all genuinely strong. It makes it an expensive one. The stock has priced in years of flawless execution. That's the difference between a great business and a great investment at this price.
Every assumption is a slider. Change one and all ten methods recompute instantly. This is the full Excel workbook, in your browser.
Argan is the rare AI-adjacent mid-cap where the business is genuinely de-risked: profitable, debt-free, and backed by three years of signed work. But running it through ten valuation methods changed my conclusion from the fundamentals alone. The cash-flow models converge around $225–325 a share against a ~$720 price — and the reverse-DCF says you have to believe in ~8.5% perpetual FCFF growth just to justify today's level. That's a great business priced for flawless execution. My view: this is a best-in-class way to own AI's power bottleneck, but it's an accumulate-on-a-real-pullback name, not a chase-it-here one. The backlog gives you a floor most story stocks never have; the valuation gives you every reason to be patient on entry. Watch for a multiple reset — that's your window.
This is an independent analysis written by Tommy Saba for informational and educational purposes only. It is not investment advice, not a recommendation to buy or sell any security, and not a solicitation. I am not a registered investment adviser or broker-dealer. Markets carry risk, including loss of principal; past performance and backlog figures do not guarantee future results.
Figures are drawn from Argan's public SEC filings (FY2026 annual report and Q1 FY2027 results) and reputable financial sources, current as of the dates noted. Always do your own research and consult a licensed professional before making investment decisions.