← The field
Software for industryPre-seedChattanooga, TNVerified

Harmony

An AI-native operating system for American manufacturing.

Jobs on NationalWorks10 open roles
Software for industry
Website ↗@tryharmonyaiLinkedIn ↗
What they build

The product

An AI-native layer that runs a plant on real-time data — connecting machines, software, paperwork, and tribal knowledge without rip-and-replace. The platform digitizes paperwork, gives live factory visibility, offers AI search across all plant data, schedules production, tracks quality and downtime, manages inventory and shortages, automates workflows, and captures SOPs and tribal knowledge. It can act as an ERP or sit on top of existing systems.

Why it matters

The thesis

Most US factories still run on spreadsheets, paper travelers, and undocumented tribal knowledge, which caps output and makes succession brutal. Harmony embeds on-site in American plants and uses AI to absorb the grind work — production planning, RFQs, work orders, accounting paperwork — so legacy manufacturers can scale without ripping out the systems they already trust. It is one of the clearest examples of software-for-industry being built in the industrial heartland rather than for it from Silicon Valley.

Operating model

How it runs

Deploys forward engineers on-site to map a factory, digitize paper workflows, connect ERP, QMS, machines and operator knowledge, then configure role-specific applications and human-approved AI automations on a shared data layer.

Revenue model

How it earns

Sells custom-priced, fixed-scope plant pilots rather than per-seat SaaS; a typical pilot runs four to six weeks, with pricing quoted for the plant.

Strategic edge

Why it wins

Its no-rip-and-replace architecture unifies machines, legacy software, paperwork and tribal knowledge, while on-site implementation and plant-specific customization turn that shared context into operational applications and automations.

Source material

Evidence ledger

  • website · 2026-05-28

    Harmony identifies as a reindustrialization company.

    https://tryharmony.ai
  • web · 2026-09-29

    Harmony's current first-party customer section identifies Mossberg, CLS, and MoonPie Harmony says it is running a digital and AI transformation across the MoonPie plant The platform connects ERP, QMS, machines, paperwork, and operator knowledge and presents AI actions for human approval

    https://www.tryharmony.ai/
  • web · 2026-09-29

    Harmony's careers page lists openings across engineering, design, AI, sales, and robotics The careers page includes Mexico-based full-stack deployment engineering roles

    https://www.tryharmony.ai/careers
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