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Field Notes
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Giants in Our Own Backyard

Alex Dalton·CEO·August 4, 2026·4 min read

For the first time, we stood in line with the incumbents, the big dogs, and the up-and-comers all in one room. The heavyweights everyone in this industry knows by name were set up a few tables down from us. And the room? It was in our backyard.

That's not a figure of speech. When Carnegie Mellon and Army DEVCOM opened the doors of the new Robotics Innovation Center for their Robotics & AI Conference, we walked to it. From our office. On foot. While others flew in and freighted equipment across the country, we carried our setup down the street and set up shop.

Home court has a way of settling the nerves. There's a particular kind of confidence that comes from knowing the ground you're standing on, and we felt it the moment we arrived.

How we got in the room

The invitation came from our friends at Parallax Research, a research and development non-profit doing serious work out of Pittsburgh. They saw what we were building and made sure we had a seat at the table. It's the kind of guidance that reminds you this city's technical community shows up for its own.

So there we were. Two founders. A table crowded with devices. A capability statement, a quad chart, and a foldable handout that, honestly, looked better than it had any right to. That was the whole operation.

Because the point isn't the table. The point is what was running on every device sitting on it.

The value, in one line

We specialize in maximizing the efficiency of intelligence at the edge, regardless of the constraints a device imposes. The models we build are smaller and faster than what most teams are running today, yet they hold their own on reasoning entirely offline, on the hardware sitting in front of you, with no cloud tether and no meaningful compromise in capability.

In a building full of teams bragging about scale, we were the ones bragging about the opposite. As we like to tell the military folks: we're the only guys in here bragging about how small our things are. It gets a laugh every time. Then it gets a second look. Because once the laugh lands, the demo does the rest. The value stops being a punchline and starts being the reason someone pulls up a chair.

What the room told us

We ran live demos for high-ranking Army officials. We connected with the Army's AI2C. And we met several potential partners who didn't just nod politely. They asked about proposals, timelines, and how soon they could get their hands on it.

That kind of signal is worth more than any pitch we could write ourselves. For the first time, right here in Pittsburgh, we heard directly from people on the inside of the DoD that our value proposition genuinely resonates with the problems they face. Not "interesting," not "keep in touch," but concrete interest in putting our offline reasoning model to work where it matters.

We left with active follow-ups on pilot opportunities from partners who are already motivated to move. The kind who can identify immediate value in deploying at the edge, articulate a credible path toward long-term funding, and recognize the makings of a lasting relationship. That final piece is the one we care about most. We're a young company moving quickly, and the partners we commit to now will help shape the value, the software, and the culture of what Unplugged AI becomes.

Where you come in

Here's the part that should be easy.

We're piloting this for free. Whether you're in the private sector or on the military side, there's a way for you to demo the experience (hands on your own hardware) before you ever commit to anything. And when you're ready to go further, the pilot itself is free, too.

We're not asking you to take our word for it. We're asking you to watch it run on the device you already have, and decide for yourself whether smaller, faster, and offline changes the math for your team.

The conference confirmed what we suspected walking in: we're building something people on the inside actually want. If that's you, private sector or defense, let's talk. The demo is short, the pilot is free, and the deployment might be closer than you think.

We'll even walk to you. We're good at that.


Interested in a free demo or pilot? Reach out to the team at Unplugged AI and we'll show you what your hardware can really do.