Harmony AI
About Harmony

Built for the people who keep this country running.

Harmony is an AI-native operating system for American manufacturing. We live in the factories, start small, prove value, and only win if the manufacturer wins.

N 35.0308613W 85.2954934 Chattanooga, Tennessee
Archive photograph, a group of American manufacturers standing in front of a mid-century coach bus, suits and hats, black and white.
Archive · The people behind American manufacturing. Mossberg · Est. 1919
What We Care About

People are not meant to spend their lives on soul-crushing work.

Behind every plant are real people carrying real responsibility and doing the work that keeps everyday life moving.

The deeper we got into manufacturing, the more we realized how much it matters, not just to this country, but to the families, communities, and people behind it.

We believe the point of automation is simple: give people their time back. Take away the repetitive work that wears them down so they have more time and energy for the work they care about, the people they love, and the life they want to live. We want to help manufacturers move forward without losing what makes them special.

And at the end of the day, we want to build something generational. Something that lasts. Something we can look back on one day and be proud we gave our lives to. Something real that helped real people and actually mattered.

Our Story

A letter from the Harmony team.

Ch. 01The feeling

We feel very lucky.

Ch. 02The beginning

We say that a lot, but we mean it. When we started this company, we were a general automation company trying to figure out where we fit and what we were really meant to build.

We always knew we cared deeply about AI automation because, at its core, it can make people's lives better. We have always believed that people are not meant to spend their lives doing repetitive, soul-crushing work. That is not what life is for.

Ch. 03The factory visit

Then we moved to Chattanooga, Tennessee. Funny enough, we landed in one of the most important manufacturing hubs in the country at exactly the right time in our journey. As we were trying to find our way, we visited a local factory, and that visit changed everything.

Ch. 04The opportunity

Very quickly, we realized there was a real opportunity here. Not to "disrupt" manufacturing or "revolutionize" it, because those words get thrown around too easily and honestly feel like bullshit. It was something much simpler and much more important than that. We saw an opportunity to help manufacturers move forward, adopt better technology, and make sure they were not left behind.

Ch. 05The obsession

What started as curiosity turned into genuine obsession. We lived inside that first factory for months and months. We did not just visit. We stayed. We learned. We listened. We watched how things actually worked.

Ch. 06The road

Since then, our team has spent time in dozens of factories across the United States and in other countries too. We have worked early shifts, late shifts, long days, and weekends. We have driven hours into small towns, crossed borders, and gone wherever we needed to go to be close to the work.

Our team genuinely moves to anywhere the factory is located.

Ch. 07Falling in love

And the deeper we got, the more we fell in love with manufacturing.

We feel lucky because we stumbled into something that matters so much. Manufacturing is not just an industry. It is deeply tied to family, legacy, community, and the everyday life of this country. It powers nearly everything around us, even the things most people never stop to think about. Behind all of it are real people doing real work. People keeping plants running, solving problems under pressure, and holding together systems that the rest of the world depends on.

There is something very beautiful about that.

We are honored to be a small part of it.

Ch. 08The reason

This company exists to make people's lives better. That is still the simplest and most honest way to describe what we do. We are here to remove the kind of work that wears people down and replaces their time with frustration, busywork, and unnecessary manual effort. We are here to build software that actually helps. Software that feels personal. Software that delivers a real outcome.

That is why we do things the way we do them.

Ch. 09The method

We do not sit far away from the problem and pretend to understand it. We go live in these factories. We embed with the people. We start on the factory floor. We learn from operators, supervisors, planners, and plant leaders. We earn trust by being there and by doing the hard part with them.

Our team is spread across the country doing exactly that every day. They are waking up early, staying late, and building close relationships with the people inside these plants every single day, because that is the only way to make software that truly helps.

Ch. 10The broken model

That is also why we believe so strongly that the old model is broken.

Too many manufacturers have been lied to. They have been sold expensive software that promised everything and delivered very little. They have been gouged on price, left with clunky systems, and forced to deal with consultants who charged a fortune without actually solving the problem.

We hate that.

We think it is bullshit, and we think it is wrong. It should not be like that.

Manufacturers deserve honesty, real partnership, and software that actually makes life easier for the people inside the plant.

Ch. 11The commitment

We start small. We prove value. We stay close to the work. And we only win if the manufacturer wins. That is why we price based on outcomes. We believe software should be tied to real results, especially in an industry this important.

Ch. 12The legacy

At the end of the day, our mission is bigger than just automation.

We want to help protect the legacy of family-owned plants. We want to help large manufacturers move faster and stay competitive. We want to help America build better, operate better, and stay strong for the future. We believe AI can play a real role in that, not in some abstract way, but in a practical, grounded, everyday way that makes work better for the people actually doing it.

We want to do the hard work that others avoid. We want to go where the problem is real. We want to build with the people who keep this country running.

If we get to spend our lives doing that, we will be very proud of what we built.

The Approach

Five principles we build everything against.

Every workflow, every integration, every model we ship is tested against these. If it doesn't hold up on the floor, it doesn't ship.

Principle 01

Go on-site. Live in the factory.

We do not sit far away from the problem. We embed with the people, start on the floor, and earn trust by being there. Every product decision is made next to the person who has to use it.

Principle 02

Start small. Prove value first.

We do not sell a promise. We begin with the real work, ship something that holds up on the floor, and grow from there. No massive contracts, no long rollouts before anyone sees a result.

Principle 03

Only win if the manufacturer wins.

We price based on outcomes. Software should be tied to real results, especially in an industry this important. If the plant is not better off because we showed up, we have not done our job.

Principle 04

Remove busywork, not people.

Our job is to take the repetitive, soul-crushing parts off a plant's back so the people inside it can do real work. Automations remove the friction, not the humans.

Principle 05

Build for the legacy.

Family-owned plants, American manufacturers, and the people who keep this country running. Our job is to help them last. We are building something generational, not something quarterly.

The Team

Close to the work. Close to the plants.

We are based in Chattanooga, Tennessee, not Palo Alto, because we want to be where the work is. We live near real manufacturing hubs so we can understand our customers better, serve them faster, and stay close to the floors that shape the product.

N 35.0308613W 85.2954934 Chattanooga, Tennessee · Est. 2025

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