East Plano just got a lot more interesting.
Lambda Inc., a cloud computing company backed by Nvidia, is building a $700 million AI-focused data center at 601 N. Star Road. That's 425,000 square feet of GPU clusters, cooling systems, and the kind of infrastructure that powers ChatGPT, Midjourney, and every other AI tool you've heard about in the last two years.
This isn't Plano's first data center. But it might be its most important one.
What's Actually Happening
Aligned Data Centers is developing the facility for Lambda, which provides cloud computing services specifically for AI workloads. If you've ever wondered where the actual computing happens when you ask an AI to write your emails or generate an image—it's places like this.
The numbers:
- •$700 million investment
- •425,000 square feet
- •Location: 601 N. Star Road, East Plano
- •Status: Under construction
- •Developer: Aligned Data Centers, LLC
- •Tenant: Lambda Inc. (Nvidia-backed)
Lambda's VP of Revenue called Plano "an ideal location" for expansion, citing it as "a growing center for AI and tech development, with strong infrastructure and access to key talent."
That last part—"access to key talent"—is the real story here.
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Here's the thing about AI infrastructure: it goes where three things intersect.
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Cheap, reliable power. Texas has both. The deregulated grid means competitive electricity rates, and despite what February 2021 taught us, the grid is more resilient than critics suggest.
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Land. AI data centers are massive. You can't build 425,000 square feet in San Francisco or New York without spending twice as much on real estate as on the actual computers.
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Talent. This is where DFW's corporate relocations matter. AT&T is building its global HQ in Plano. Toyota is here. Texas Instruments has been here for decades. The talent pool for technical infrastructure—network engineers, data center technicians, cloud architects—already exists.
Lambda isn't the first to notice this. Data center construction in DFW has been accelerating for years. But the AI-specific focus is newer. Traditional data centers store your emails and Netflix queue. AI data centers run the models that are reshaping every industry from healthcare to finance.
The distinction matters because AI workloads are more demanding—and more valuable. A company willing to spend $700 million on a single facility is making a long-term bet on this location.
What This Means for Homebuyers
Let's be honest: a data center doesn't directly affect your daily life the way a new H-E-B or school does. You won't shop there. Your kids won't attend it. You probably won't even notice it.
But here's what it does mean:
Jobs. Data centers create two types of employment: construction jobs (temporary, but significant) and operations jobs (permanent, well-paying). A facility this size will need network engineers, security personnel, facility managers, and technicians. These aren't warehouse jobs—they're $80K-$150K careers.
Tax base. $700 million in capital investment means property taxes flowing to Plano ISD and city services. Data centers are ideal taxpayers: they pay a lot, demand few services (no kids in schools, minimal traffic), and improve infrastructure.
Signal value. When Nvidia-backed companies choose your city for major investments, it says something about the city's trajectory. Plano isn't just the "mature suburb" story anymore. It's becoming a tech infrastructure hub.
Affected ZIP codes: 75074 (East Plano near Star Road)
The Bigger Picture
Zoom out for a second.
In the last 18 months, Plano has added:
- •AT&T's global headquarters ($4B Texas Research Quarter campus)
- •Lambda AI Data Center ($700M)
- •Continued expansion at Legacy West and surrounding corridors
The narrative that "all the growth is north" (meaning Frisco, Prosper, Celina) misses what's happening in Plano. Yes, those cities are growing fast. But Plano is transforming—from bedroom community to corporate and tech hub.
For homebuyers, this creates an interesting dynamic. East Plano (75074, 75075) has historically been the "value" side of the city—more affordable than West Plano, but with less prestige. Projects like this data center, combined with the Collin Creek redevelopment, are shifting that calculus.
You're not buying into yesterday's East Plano. You're buying into what East Plano is becoming.
What to Watch
Construction timeline. The facility is under construction now. Watch for completion announcements, likely in 2027.
Follow-on investment. Data center campuses often expand. If Lambda's Plano facility succeeds, expect additional buildings on the same site or nearby.
Talent migration. Are AI engineers and data center specialists moving to Plano? LinkedIn job postings and apartment occupancy rates will tell the story before housing prices do.
Power infrastructure. AI data centers are energy-intensive. Watch for Oncor investments in substation capacity—a leading indicator of more data center development.
The Bottom Line
A $700 million data center doesn't change your commute or your kids' school. But it does change the economic story of a city.
Plano is positioning itself as the place where AI infrastructure gets built in Texas. That's not just good for property taxes—it's good for long-term property values in a city that some had written off as "done growing."
East Plano, in particular, is worth watching. The combination of Collin Creek redevelopment, infrastructure investment, and now AI-focused development is creating momentum that wasn't there five years ago.
If you're looking at East Plano and wondering whether the area has upside—this is one more data point suggesting it does.