Most investors chasing AI exposure are stacking up on the same five names. Nvidia, Microsoft, the usual cast. Nothing wrong with that. But the infrastructure layer beneath those giants — the actual physical compute fabric — is where the less-obvious money may be moving right now.

That’s what makes Duos Technologies Group (Nasdaq: DUOT) worth a serious look.

Here’s where I’m at on this one. DUOT isn’t a household name. It’s a small-cap edge data center and AI infrastructure provider out of Jacksonville, Florida — and it just reported the kind of numbers that tend to get institutional attention before retail investors even notice the ticker.

What Just Happened

For full-year 2025, Duos posted $27 million in revenue — a 270% year-over-year increase. That’s not a rounding error. The company pivoted hard away from its legacy railcar inspection business and repositioned itself squarely at what management calls “the intersection of AI compute and edge infrastructure.”

The execution has been fast. Fifteen modular Edge Data Center (EDC) pods are now deployed. A 4.8MW high-density configuration was built to support hyperscaler and AI-driven workloads. And in what may be the most consequential move of the year, Duos launched GPU-as-a-Service (GPUaaS) — securing a contract to deploy 2,304 NVIDIA GPUs across its EDC platform, expected to generate multi-year recurring revenue.

Slight tangent, but it matters: the reason edge data centers are gaining traction isn’t just cost. It’s latency and power access. Large metros are running out of grid capacity. Tier 3 and Tier 4 markets — the underserved ones Duos is specifically targeting — have available power and land that hyperscalers simply cannot access at scale through traditional channels. Duos is threading that needle.

The Numbers Going Forward

• 2026 revenue guidance: $50–$55 million — nearly doubling 2025 levels
• Contracted backlog: ~$25.8 million at year-end 2025, with ~$12.4 million expected to be recognized this year
• Capital raised: $110 million across two financings ($45M in July 2025, $65M in March 2026)
• LOI signed with Hydra Host for a ~$200M GPU hosting deployment at a 10MW Iowa site, targeting $40M+ in annual EBITDA

Revenue is heavily back-half weighted — a meaningful portion of 2026 recognition comes in Q3 and Q4 as additional deployments come online. That’s something to track closely.

What the Risk Picture Looks Like

This isn’t a clean story. Net loss in 2025 was still ~$9.8 million. The buildout is capital-intensive — property and equipment hit $27.7 million at year-end. Customer deployment delays have pushed some installation timelines. And the $200M Hydra Host LOI is non-binding, contingent on financing and definitive documentation.

So the execution risk is real. Management has to convert backlog into revenue, deploy those EDC pods on schedule, and demonstrate that GPUaaS margins hold as the business scales. The path to profitability depends on that second half of 2026 delivery.

What’s interesting is that the market for distributed AI compute is structurally undersupplied — and that tailwind doesn’t require Duos to win everything. It just needs to execute on what it’s already contracted.

The broader AI infrastructure theme isn’t slowing. BlackRock’s April 2026 commentary flagged the U.S. tech sector up 11% on the month, noting “broad improvements in the drivers of the AI theme across capital spending and revenues.” DUOT sits in the direct path of that capital.

Worth a closer look before H2 catalysts start hitting the tape.

This article is for informational purposes only and does not constitute financial advice or a recommendation to buy or sell any security. Investing involves risk, including the potential loss of principal. Always conduct your own due diligence before making investment decisions.