New Case StudyHow Mossberg saves 120+ labor hours a week with Harmony
Harmony AI
Est. 2025 · AI-native automation · Built for high-production manufacturing

The AI operating system for
American manufacturing.

An AI-native layer that runs your high-production plants with real time data. Machines, software, paperwork, tribal knowledge, all connected. No rip-and-replace.

Scroll, the product
Trusted by leading high-production manufacturers
How we work

One operating system. Every data source. Plant-wide action.

Harmony connects to your ERP, QMS, machines, and the tribal knowledge your senior operators carry in their heads. It turns that signal into live dashboards, role-specific apps, and AI Automation that doesn't just watch, it acts.

How we work

One operating system. Every data source. Plant-wide action.

Phase 0 · On-site

We Come On-Site to Your Factory

We walk the factory, study each line and station, and talk to operators to understand the flow from raw material, to production, to shipping. Then we identify the data gaps blind spots, bottlenecks, and real problems on the ground.

Walk the line · Flow · Data Gaps · Bottlenecks
Phase 1 · Digitize

Digitize Pen & Paper

We turn pen and paper into operators capturing data on tablets at every station. This lays the data foundation that everything else is built on.

Digitize Pen & Paper · Zero retype
Phase 2 · Software

Connect Software & Capture Tribal Knowledge

ERP, QMS, SOPs, and the things only your senior operators know, ingested, indexed, cited. One source of truth. The same number in every report.

ERP · QMS · SOPs · Tribal
Phase 3 · Machines

Connect Your Machines

PLCs, sensors, cameras, machines, systems, and the paperwork around them, every input on the floor feeds Harmony's platform. True OEE is computed from the source, not estimated.

PLCs · Sensors · Cameras · Systems · True OEE
Phase 4 · Apps

Build Custom Applications

Role-specific apps on top of the same data model, operator, supervisor, planner, leadership. We customize, tailor, and build each one to your plant's workflows, needs, and operational environment.

Operator · Supervisor · Planner · Leadership
Phase 5 · Automate

Automate with AI

Harmony doesn't just report, it acts. Drafts the PO. Issues the work order. Notifies the right person. Every action cited, every action approvable.

Search · Cite · Act · Human approval
A few of our customers

Running on American
plants today.

Real manufacturers. Real shifts. Real OEE.
Harmony is proud to play a part in floors across the country.

Case Study
Firearms Est. 1919 Family Owned
Firearms·Est. 1919·Family Owned
For over a century, Mossberg has set and continues to set the standard for American firearms. Harmony is proud to work alongside them, connecting everything across their facilities, digitizing key workflows, and tying it back to their ERP and systems of record to give Mossberg's planners, operators, and leadership AI-powered, real-time visibility and automation across every plant so the team can keep doing what they've done best for over a hundred years.
Labeling & Printing Est. 1991 Family Owned
Labeling & Printing·Est. 1991·Family Owned
Harmony is unifying CLS's plant data across every major shop and is putting planning workflows on the floor. We are building one real-time operational layer, with dashboards and automated reporting helping the team move faster against a single source of truth.
Publicly listed clients include Woodford Reserve · Jack Daniel's · Bacardi & more
Food & Beverage Est. 1917 Family Owned
Food & Beverage·Est. 1917·Family Owned
Harmony is driving a full digital and AI transformation across the plant, connecting machines, software and paperwork into one real-time operational layer and automating the routine work so every shift keeps moving.
Features & Use Cases

One platform. Custom for every role on the floor and in the office.

Harmony is a suite of connected modules, not a single dashboard. We customize workflows, interfaces, dashboards and more so that operators, supervisors, quality leads, planners, and plant managers, plus the finance, sales, procurement, and logistics teams in the office, each get a platform shaped around their day.

PAPER TABLET SEARCHABLE · ANALYZABLE · AUTOMATABLE
M1

Paperwork Digitization

Module 01 · Paper to tablet

Turn paper logs, checklists, and forms into live, searchable data. Operators capture at the station, analytics start the same shift.

LIVE 14:32 84% TRUE OEE LINE MACHINE FLOOR
M2

Live Factory Visibility

Module 02 · See as it happens

Real-time OEE, throughput, and status for every line, machine, and floor, in one view, updated as it happens.

WHY IS LINE 02 BEHIND? ERP LOGS SOPs QUAL PLC ANSWER · CITED
M3

AI Search Across All Data

Module 03 · Ask in plain English

Ask plain-English questions across ERP, logs, SOPs, quality, PLCs, and every data source and more. Get cited answers in seconds, not hours.

JOBS MON TUE WED THU FRI NOW LOAD
M4

AI Production Scheduling

Module 04 · Schedule with constraints

AI schedules your lines with real constraints, orders, materials, capacity, changeovers, and updates as conditions shift.

SPIKE REASON 4B LINE 02 REASON CODE · TAGGED DEFECTS · DOWNTIME · PATTERNS
M5

Quality + Downtime Intelligence

Module 05 · Root-cause patterns

Pinpoint root causes across defects and downtime. Patterns surface automatically so the floor can fix, not firefight.

ON HAND A B C D E F PART D · 3 DAYS TO BLOCK
M6

Inventory + Shortage Intelligence

Module 06 · Spot gaps early

Watch inventory, WIP, and supply against live demand. Harmony flags shortages before they hit the line.

QC FAIL · LINE 02 · 14:28 IF ALL TRUE DEFECT RATE > 3% SEVERITY · HIGH NOTIFY 4 TEAMS LOG ERP · QMS HOLD BATCH 4B
M7

AI Workflow Automation

Module 07 · Event triggers action

When something crosses a threshold on the floor. A QC fail, a schedule slip, a shortage. Harmony triggers the right action: notify teams, log it to ERP/QMS, hold the batch. Set it once, stop chasing it.

ERP SCADA WMS SHEETS QMS EMAIL PLC SENSOR MACHINE LINE
M8

Connected Systems + Machines

Module 08 · One operational layer

Connect ERP, WMS, sheets, email, PLCs, sensors, machines, and lines into one operational layer. Data flows in, context flows back, no more stitching systems together by hand.

VOICE VIDEO TEXT LIBRARY SOPs NOTES OPERATORS CAPTURE SEARCHABLE
M9

Tribal Knowledge + SOPs

Module 09 · Capture, index, search

Capture operator voice, video, and notes in the moment, index them, and make the plant's tribal knowledge searchable. SOPs stop living in binders and start answering questions.

YOUR FACTORY CUSTOM BUILD TOOLS WORKFLOWS DASHBOARDS AUTOMATIONS REPORTS INTEGRATIONS DESIGNED AROUND HOW YOU RUN BUILT WITH YOU · EVOLVES WITH YOU
M10 Shaped around each role & each plant

Custom Factory Solutions

Harmony combines a core set of product modules with plant-specific customization. We start with proven building blocks, then tailor the workflows, dashboards, automations, reports, and integrations to fit how each factory actually operates.

Operators Supervisors Leadership Planners Plant Managers
Who We Are

Harmony is built alongside the manufacturers who run it.

Every feature, every workflow, every line of code is shaped by time spent on factory floors with the operators, supervisors, and plant managers who use it.

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. This is where real manufacturing happens.

N 35.0308613W 85.2954934Chattanooga, Tennessee

FAQ

What is Harmony?
Harmony is an AI-native operating system for the plant floor. It is an AI layer that sits on top of the machines, ERP, QMS, and paperwork you already run, connects them into one real-time system, and acts on it, automating scheduling, reporting, and data entry. Think of it doing what people expect from an MES, but as a flexible AI layer rather than a rigid system. The AI proposes and a person approves.
How is Harmony different from a traditional MES?
A traditional MES is rigid, takes months to configure, and locks you into one vendor. Harmony is an AI layer on top of what you already have: it reads your systems and the floor as they are, adapts in days instead of quarters, and automates the busywork a legacy MES only records, all without ripping anything out.
Does Harmony replace my ERP, MES, or machines?
No. Harmony is an AI layer on top of what you already run, and it is hardware and software agnostic: it works with any machines, any ERP or QMS, and paper, connecting them into one real-time operating system with no rip-and-replace. Keep the MES you have; Harmony makes the whole stack work as one.
How fast can Harmony go live?
Weeks, not quarters. A typical pilot runs about four to six weeks with forward-deployed engineers on-site, and you have working software in hand before it ends.
What does Harmony cost?
Harmony runs as a fixed-scope pilot, priced to your plant rather than per seat. Book a demo for a quote.
What kind of manufacturers use Harmony?
High-production American plants in food and beverage, packaging, CPG, and industrial manufacturing, including Mossberg, MoonPie, and CLS.

Ready to run your plant in real time?

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