We build the AI that doesn't leave the building.
Harmonee is an on-prem AI infrastructure company. We build the hardware, the engines, and the operational tooling that let regulated organizations run AI inside their own walls — and own the long-term value of that work.
Most AI tooling was built for a different customer.
The dominant AI products of the last few years were built for companies that operate primarily in the cloud — software-first businesses with permissive data postures and product teams who can ship to production on Tuesday. That's a real customer. It's also a small fraction of the world.
Hospitals, county governments, school districts, tribal nations, regional banks, and manufacturers don't operate that way. The data is sensitive. The audits are regular. The procurement cycle is real. The IT team is small. Cloud-first AI tooling does not fit those constraints — not because the vendors don't care, but because the architecture wasn't designed around them.
We started Harmonee to build the AI infrastructure those organizations should have had from the beginning. On-prem hardware. Local inference. Auditable architecture. Ownership of the institutional knowledge that accumulates inside the system. The right architecture, sized for the rooms our customers actually have.
Built in Southern Oregon. Designed for everywhere.
Our team is based in Klamath Falls, Oregon — a region with deep ties to county government, regional healthcare, tribal nations, and the kind of operational businesses that have been quietly running the country for a long time. Our earliest customers came from this community, and the patterns we learned deploying here are the patterns we're carrying forward.
The hardware ships nationally. The deployment template works in any jurisdiction with the constraints we're built for. The team will grow where the customers grow.
We're explicit about the boundaries.
We are not a clinical decision-support tool. We are not a management consulting firm. We do not lease our hardware. We do not take a percentage of the value the system generates. We do not claim training rights on the data that runs through our customers' units. We do not build features that require an outbound connection.
Each of those boundaries was a deliberate choice. The set of things we've said no to defines the company at least as much as the set of things we ship.
Operators Who've Done It. Builders Running Hot.
Marcio Nunes
Building an intelligence layer that turns company operations into a cohesive, on-premise system. Founder-operator across strategy, marketing, and systems design with deep experience modernizing organizations. Leads product direction, positioning, partnerships, and fundraising.
Jason Murray
Oversees financial strategy, governance, and capital readiness. Brings executive-level operational leadership experience with discipline in budgeting, runway planning, reporting, and deal structure. Supports investor confidence through clear financial stewardship.
Zach Brown
Responsible for converting vision into repeatable execution. Leads operating cadence, project delivery, onboarding, and cross-functional coordination, ensuring pilots become systems and systems become scale. The internal engine keeping deployment aligned.
Andrew Yagla
Leads development across Harmonee’s embedded systems and hardware software integration. Plays a key role in product architecture, technical buildout, and deployment execution. Translates product vision into functional system design, ensuring performance, security, and scalability at the infrastructure level.
Cassady Brown
Leads operational infrastructure and execution discipline across Harmonee deployments. Oversees workflow design, implementation timelines, internal coordination, and process integrity. Ensures cross functional alignment so pilots convert into structured, scalable operational systems.
Erin Atkinson
Translates product vision into strategic narrative and market clarity. Oversees brand positioning, messaging architecture, and investor facing communications to ensure Harmonee’s intelligence platform is understood, differentiated, and trusted. Aligns storytelling with system capability and market opportunity.
Issey Tanimura
Drives Harmonee’s outbound voice across marketing, public relations, and community engagement. A current Oregon Tech student bringing fresh perspective on digital channels, brand storytelling, and audience growth. Translates product narrative into clear, sharable language that reaches institutions, investors, and the broader Pacific Northwest tech ecosystem.
Jim Gochee
Former systems software engineer at Apple focused on core platform architecture. Later Chief Product Officer at New Relic, helping scale the company through IPO, and CEO of Blameless, a reliability and SRE platform. Brings enterprise product leadership, platform scaling expertise, and governance oversight to Harmonee.
Steven Roberson
Former IBM technology leader with over two decades of experience in enterprise Linux, cloud, and AI infrastructure on IBM Power systems. Held senior roles across product strategy, platform architecture, and global enterprise enablement. Advises Harmonee on scalable systems design, infrastructure strategy, and enterprise deployment readiness.
Dr. Kim Freeze
Founder of Nexus Launch Lab and leader within the Southern Oregon innovation ecosystem. Former Dean of Science, Art, and Technology and long standing psychology professor with deep experience in organizational development and founder mentorship. Advises Harmonee on startup growth strategy, talent development, and innovation ecosystem alignment.
Walk the dashboard before you commit.
Production demo at klamathlounge.com — request the password and we'll send it.