Harmony AI
2025. · AI-native automation · U.S. manufacturing

The AI operating system for
American manufacturing.

An AI-native layer that runs your plant with real time data. Machines, software, and paperwork, all connected. No rip-and-replace.

Scroll, the product
How we work

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

Harmony connects to your ERP, MES, 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.

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

Live Tablet Capture

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.

Live Tablet Capture · Zero retype
Phase 2 · Software

Connect Software & Capture Tribal Knowledge

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

ERP · MES · 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. About 70% comes from Harmony's base platform; the final 30% is customized to each plant's workflows, needs, and operational environment.

Operator · Supervisor · Planner · Leadership · 70/30 custom fit
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.

Firearms Est. 1919 Family Owned
Firearms·Est. 1919·Family Owned
Harmony is connecting all of Mossberg's plant data across facilities, digitizing operations on the floor, and tying it back to their ERP, building real-time visibility into production, quality, scheduling, and shortages right now. We are building the operational layer that is helping Mossberg's planners and operators track performance live, coordinate across plants, and act on issues before they become delays.
Labeling & Packaging Est. 1991 Family Owned
Labeling & Packaging·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.
Serves clients like Woodford Reserve · Jack Daniel's · Bacardi & more
Industrials Est. 1983 Family Owned
Industrials·Est. 1983·Family Owned
Harmony is giving ICC a single operational picture across every major shop, getting real-time data from the floor by digitizing pen, paper, and every other data source. AI automations are being customized on top of that data to handle routine workflows and act on signals as they happen, so every shift keeps moving.
Features & Use Cases

One platform. Custom for every role on the floor.

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 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 MES WMS SHEETS QMS EMAIL PLC SENSOR MACHINE LINE
M8

Connected Systems + Machines

Module 08 · One operational layer

Connect ERP, MES, 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

Ready to run your plant in real time?

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