MANUFACTURING · OUTDOOR & CONSUMER PRODUCTS · FIREARMS & AMMUNITION

AI Automation for Firearms & Ammunition.

Harmony digitizes paper travelers and count sheets, streams CNC cells and proof stands live, keeps A&D-ready serial genealogy, and automates the compliance and cross-border paperwork. One AI-native operating system over everything: your floor, your machines, and the software you already run. No rip-and-replace.

Start with a pilot ROI Calculators & Tools

THE PROCESS

First a digital transformation. Then an AI transformation.

FIG. 01 · THE TWO ARCS

ARC 1 · DIGITAL

ARC 2 · AI

Data engineering is the work.AI is what it unlocks.

THE PHASED ROLLOUT

Three phases of a digital and AI transformation.

PHASE 01

PHASE 1

Lay the Data Foundation · Digitization

Every pen-and-paper record digitized at the station, every software system connected, and all of the data unified into one live layer. The digital transformation starts here.

PHASE 02

PHASE 2

Production & Operations Scale

Factory operations turn proactive: live sensors and machine data, the AI scheduling board, predictive maintenance before failure.

PHASE 03

PHASE 3

AI-Native Operations

Agents across the floor and the back office act on the live layer: quality signals, reports, copilots. Humans approve.

AI USE CASES

Twelve ways the AI layer earns its keep.

Index · 11 use cases

U1

Paperwork Digitization

Use case 01 · PEN, PAPER & EXCEL

Problem. Paper travelers, scrap tickets, and hourly count sheets feed a whiteboard by way of a supervisor's clipboard. An Excel priority list is rebuilt from scratch every morning before anyone builds anything.

Harmony AI Solution. Captured once at the station on tablets: by station, line, and hour. AI flags out-of-range entries the moment they are written.

U2

Live Machine Data

Use case 02 · LIVE MACHINE DATA

Problem. Cycle counts live on the HMI, rounds per hour on an hourly sheet, spindle status in an operator's head, proof results in a logbook. Nobody sees them next to each other.

Harmony AI Solution. Direct PLC and sensor connections, Allen-Bradley/Rockwell, Siemens, Omron, Mitsubishi, any brand, via OPC UA or whatever the machine speaks.

U3

In-Line Quality Intelligence

Use case 03 · IN-LINE QUALITY

Problem. Machining rejects, coating flaws, and failed proofs are tallied at final inspection. By then a full shift of receivers carries the same flaw into scrap and rework.

Harmony AI Solution. Every reject captured with its cause: machine, lot, operation, shift, hour. ML finds the pattern within the shift and signals the upstream station.

U4

RFID + Serial Genealogy

Use case 04 · SERIALIZATION & ATF

Problem. A trace request means pulling paper travelers to reconstruct which component lots fed which serials. A receiver pulled to rework goes dark until someone walks the benches.

Harmony AI Solution. Serial genealogy captured as the work happens: operator, station, proof result, component lots. A&D-ready records generated from the same layer the floor already feeds.

U5

AI Search Across All Data

Use case 05 · AI SEARCH

Problem. "Which lots fed the serials in that trace request?" means the file room. "What's driving second-shift rework on the coating line?" means three phone calls and an Excel export.

Harmony AI Solution. Answered in seconds with the source shown, across the ERP, travelers, proof data, machine data, and inboxes. Natural-language questions, cited answers.

U6

AI Production Scheduling

Use case 06 · AI SCHEDULING

Problem. Finished-goods scheduling against rolling demand, allocation across plants, and attainment against a frozen weekly plan, juggled in Excel every morning.

Harmony AI Solution. AI production scheduling models the planner's own logic and proposes the plan: what runs, where, in what order, and what attainment looks like before the week starts.

U7

Inventory + Shortage Intelligence

Use case 07 · INVENTORY

Problem. Primers, powder, brass, and components counted in systems the floor stopped believing. Stockouts discovered when the loader stops.

Harmony AI Solution. An AI-maintained true-stock layer for primers, powder, brass, and components.

U8

Yield Optimization

Use case 08 · YIELD OPTIMIZATION

Problem. Machining and loading yield tallied on paper after the fact. A bad brass lot or a worn tool runs for weeks before the scrap numbers catch it.

Harmony AI Solution. Live yield by part family, machine, and lot. ML flags the bar stock, brass lot, or tooling behind the losses within the shift, not at month end.

U9

Predictive Maintenance

Use case 09 · RESOURCE INTELLIGENCE

Problem. A spindle fails by surprise mid-run. PM windows get bulldozed by the weekly plan.

Harmony AI Solution. Machine memories with history, criticality, and live status. Protected PM windows only the owner can move.

U10

AI Workflow Automation

Use case 10 · FINAL INSPECTION APP

Problem. Final inspection on paper, labels typed by hand, rework routed by memory and a sticky note on the receiver.

Harmony AI Solution. Pass or fail captured with the serial and production order at the station. Labels print on the spot.

U11

Back-Office AI Automations

Use case 11 · FULL-SCOPE AI AGENTS · FINANCE, SALES, PROCUREMENT, LOGISTICS

Problem. ATF forms, A&D books, transfer paperwork, and permit filings built by hand, hour after hour, from records that already exist somewhere.

Harmony AI Solution. Full-scope AI agents run the workflows across financial, sales, procurement, and logistics: deductions and AR worked automatically, POs parsed from the inbox, and reports written before the morning meeting.

Scope. Financials, sales, procurement, and logistics automations, in the same platform.

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YOUR LIKELY STACK

The systems and machines we meet on your floor.

SYSTEMS

Microsoft Dynamics 365EpicorInfor CloudSuite Industrial (SyteLine)IFSPower BI-style dashboardsHomegrown Access + ExcelCustom appsLocal servers

MACHINES

HaasMazakDMG MoriTornos CNCCerakote-style coating linesCamdex + Ammo Load loadersCase formersProof/test standsLaser markersRFID infrastructure

You might run any of these. Or none of them. Harmony is software and hardware agnostic, and we connect live machine data from any PLC brand and any software or custom app.

AI AGENTS

Agents that watch, flag, and act. Humans decide.

Serial Genealogy Agent

Cross-Border Agent: import, export, and transfer permits drafted, tracked, and filed by AI

ATF A&D Recordkeeper

Proof-Test Watch

Component Lot Tracer

PO Inbox Parser

AR + Collections Copilot

Compliance Paperwork Writer

Scrap Pattern Agent

Custom Agents, built for your floor and back office

THE PATTERN WE SEE

The problems we see on every firearms & ammunition floor, and why they happen.

The ERP, proof results, and A&D book never share data

Proof results live in one system, the A&D book in another, and machine counts in a third, and none of them talk to the ERP.

Production is tracked on paper travelers

Travelers, scrap tickets, and hourly counts are all on paper, so a supervisor walks the floor with a clipboard every morning to update a whiteboard.

Trace requests mean pulling paper from the file room

When a trace request lands, someone pulls travelers from the file room to reconstruct which lots fed which serials, and A&D entries are keyed by hand.

Defects are found at final inspection

Machining rejects, coating flaws, and failed proofs only surface at the end of the line, after a full shift of receivers carries the same flaw.

The back office runs on manual work

POs are typed in from emails, invoices keyed into the ERP, deductions and AR worked from spreadsheets, and reports built by hand before the morning meeting.

THE PILOT

$15–20K. 4–6 weeks. One painful problem.

We pick one specific pain point, send engineers to live in your factory for 4–6 weeks, and solve it. One-time payment, working software by week 3, and no obligation to go further. If you do, you choose the modules that you like.

FIRST CALLSECOND CALLCHOOSE PILOTDATA ACCESS FROM ITON-SITEBUILDTESTROIREVIEW

Start with a pilot →Book a Demo →

QUESTIONS, ANSWERED

Will these records stand up when the ATF walks in?

The A&D-ready records are generated from the same layer the floor already feeds, so the book and the floor can no longer disagree. Every serial carries its genealogy: operator, station, proof result, component lots, each traceable to its source record. Your compliance team reviews and approves; the AI assembles, it does not sign.

We already serialize to the regulation. What does this add?

The regulation says what was made. Genealogy says how. When a trace request or a warranty return lands, the answer is a search, not a week in the file room: which lots, which machines, which operators, which proof results, with sources shown.

Do you replace our ERP?

Additive by default. The AI layer sits on top of what you already run, Dynamics, Epicor, SyteLine, IFS, or homegrown Access and Excel, and when a system deserves to be replaced, we replace it. Sometimes we're the layer on top of your MES. Sometimes we are the MES.

Can you get live data off our CNC cells, loaders, and proof stands?

Yes. Direct PLC and sensor connections, Allen-Bradley/Rockwell, Siemens, Omron, Mitsubishi, or any other brand, via OPC UA or whatever the machine speaks, streamed into the AI layer in real time. Software and hardware agnostic.

How does the AI get our data? Some of it cannot leave the building.

Read-only connections, scheduled exports, or fully on-prem where the data must stay inside the walls. Security is reviewed together in scoping. Read-only pilots: every agent proposes, a person approves.

What does it cost after the pilot?

A per-plant annual platform: unlimited seats, no user fees, hardware at cost. The pilot itself is $15-20K over 4-6 weeks against one painful problem, with working software by week 3.

Do you work remotely?

No. We always start a pilot in person and on-site, with forward-deployed engineers on your floor. Very rarely do we do anything remotely.

Trace any serial in seconds and see the whole floor live, within weeks.

Start a scoping conversation →

ADJACENT FLOORS WE RUN

Hunting Equipment →Fishing & Marine →Camping & Coolers →Powersports & Recreation →