Manufacturing Operating System

The New Standard of Production.

One operating system for every machine in your plant — from the raw material store to the truck, with AI that checks every cycle and every part.

Runs inside your plantMachines unchangedAI on the line
01 / 16

Raw material store

Every bag and coil is scanned in at goods receipt and put away to a known rack. Moulding is issued the oldest stock first.

  • Receipt by scan — no manual register
  • Stock by rack, age and lot
  • First-in, first-out to the machines
Hardware hereHandheld scanners on the plant Wi-Fi
NextMoulding shop→
02 / 16

Moulding shop

Four machines, four real states. MOS reads each controller, so the screen says what the machine is actually doing — and why.

  • M-01 running — OEE live from the controller
  • M-02 breakdown — seen at once, maintenance called, MTTR running
  • M-03 changeover on a work order · M-04 idle with its reason
Hardware hereMOS Connect gateway + energy meter in each machine panel
NextUtilities & energy→
03 / 16

Utilities & energy

Energy and compressed air are read from the LT panel and every machine panel, so cost is known per machine, per shift and per part.

  • kWh by machine, line and shift
  • kWh per part — not a monthly bill
  • Compressor load, pressure and leak hours
Hardware hereEnergy meters + gateway on the LT panel
NextDOJO & skill matrix→
04 / 16

DOJO & skill matrix

New joiners learn and are certified in the DOJO before they touch the line. Certification feeds the skill matrix that decides who runs which station.

  • Certified before the line
  • Skill matrix kept current by results
  • Coverage per shift, gaps planned
Hardware hereTraining screen; no special hardware
NextControl room: work orders & masters→
05 / 16

Control room: work orders & masters

A planner releases a work order. The model’s masters — BOM, routing, test limits, label format — reach every station in seconds, and the line runs the new model.

  • Work order to running line in seconds
  • One master per model — no station set up by hand
  • Live OEE, energy, breakdowns and output vs plan on the wall
Hardware hereMOS plant server in your server room
NextPasting & assembly→
06 / 16

Pasting & assembly

A dispensing robot lays the glue bead on every part. At assembly the station camera checks every step against the taught standard, and face ID confirms a trained operator.

  • Bead on every part, presence checked
  • Every assembly cycle checked: OK, SLOW or NG
  • Only a trained operator at the station
Hardware hereOne camera per station, station terminal
NextScan & interlock→
07 / 16

Scan & interlock

Every serial is scanned. A unit that missed a stage — here, one with no glue bead — is stopped by the barrier and pushed to the hold table.

  • No skipped stage reaches the next station
  • Held units can be released only by an allowed role
  • Every hold recorded with its reason
Hardware hereFixed scanner over the conveyor
NextAI validation→
08 / 16

AI validation

A camera judges every unit in under a second. OK units move on; NG units go down the spur to the repair station.

  • Every unit judged — not a sample
  • One reason, defect circled on the picture
  • NG never mixes back into good stock
Hardware hereIndustrial camera + GPU PC beside the line
NextRepair station→
09 / 16

Repair station

NG units arrive red-tagged and stay held on the repair rack. The repair screen shows the reason and the rework steps; a camera re-inspects before the unit rejoins the line.

  • Held until fixed — never lost
  • Reason and rework steps on screen
  • Re-inspected before it returns; history kept
Hardware hereRepair terminal + re-inspection camera
NextTesting→
10 / 16

Testing

The leak-test hood comes down on every unit; the result is read from the bench and stored against the serial.

  • Test results read, not typed
  • Stored against every serial
  • A failed test cannot be packed
Hardware hereBench read over its network or files
NextPacking & palletising→
11 / 16

Packing & palletising

Each unit is packed and labelled; the label carries its history. A robot stacks eight cartons a pallet, every carton counted.

  • Label printed at the right station
  • Carton → pallet link recorded
  • Counts that match the plan
Hardware hereLabel printer + station terminal
NextWarehouse & ASRS→
12 / 16

Warehouse & ASRS

The stacker crane puts each wrapped pallet into a free cell. MOS knows what is in every cell and sends the oldest out first.

  • Occupancy cell by cell
  • FIFO out to dispatch
  • Stock is the sum of scans
Hardware hereASRS controller connected to MOS
NextDispatch→
13 / 16

Dispatch

Pallets leave through the RFID dock gate into the truck. Each is read, the lamp shows the move was allowed, and the truck’s load is known pallet by pallet.

  • Every pallet read at the gate
  • Pallet → truck link for every dispatch
  • Wrong or unapproved moves held
Hardware hereTwo RFID readers per gate + tower lamp
NextSafety→
14 / 16

Safety

A camera watches the path to every hydrant through a virtual line. A trolley left in the way alerts the area in-charge and escalates until it is clear.

  • Obstruction seen in seconds
  • Escalation level by level, up to WhatsApp
  • Time to clear recorded
Hardware hereExisting CCTV + GPU PC
NextWhere MOS is installed→
15 / 16

Where MOS is installed

Every cyan ring is MOS hardware: gateways and energy meters in machine panels, scanners, cameras, RFID readers, station terminals — and one plant server in your server room.

  • Machines are not modified
  • Everything runs inside the plant network
  • Only outbound connections — no port opened
Hardware hereGateway · meter · scanner · camera · RFID · terminal · server
NextOne operating system→
16 / 16

One operating system

Every area you walked through reports into one system — on a server inside your plant, with a copy for management. That is MOS.

  • One login, one database, every area
  • Works when the internet does not
  • Proven on your own machine first
0packed
0on interlock hold
0in repair bay
Scroll to walk the plant
5modules running in production today
20+station apps on one assembly line
7dock gates on one RFID engine
5AI modules that run on the line
<1 sto judge a part by camera
Built on real lines

From the base pan to the truck.

MOS was built station by station on running production lines — room-AC indoor and outdoor units, two-wheeler final inspection, tool rooms, automotive mirrors and friction parts. Every module started as a problem on a real shop floor.

Already read by MOS in production
EDM controllers over the networkPLCs over Modbus TCPHMI-connected test benchesStation PCs and their filesLeak and vacuum test benchesUHF RFID gate readersIP camerasExcel and CSV logsOPC UA serversEDM controllers over the networkPLCs over Modbus TCPHMI-connected test benchesStation PCs and their filesLeak and vacuum test benchesUHF RFID gate readersIP camerasExcel and CSV logsOPC UA servers
The problem

Your plant produces data every second.
Most of it never reaches a decision.

Machine states live in controllers nobody reads. Test results sit on bench PCs. Stops are written on paper at the end of the shift. Quality escapes are found by the customer. Who was at the brazing station is a guess.

Before MOS

Fragmented and late

+2 hnext daylost?+1 shiftmissedPaper logbookExcel at 7 pmWhatsApp photoCall to maintenanceBench PC resultsVerbal handoverRework at dispatch
Known: next morning — if at all
With MOS

Connected and live

Machine statesStage interlocksTest resultsEvery part by cameraOperators verifiedStops with causesHydrant pathsGates & pallets
Known: as it happens
A machine stopsNoticed when someone walks past, logged at shift end→Seen from the machine the moment it stops, with its cause
A unit skips a testFound at dispatch — or by the customer→Refused at the next station, held until the test is done
A part has a defectCaught if the sample happens to include it→Every part judged by camera, defect circled
Who did the critical jobA name in a register→Verified by camera at the stage
The shift reportTyped the next morning→Ready when the shift ends
The platform

Five layers. One operating system.

MOS reads the plant, runs inside it, sees with cameras, and reports upward — each part named, each part doing one job. Watch the data move through it.

1
M-02 stops

The machine raises an alarm; the gateway on the machine network reads it the moment it happens.

2
The plant server records it

Stop, time and machine are written on the plant server; the operator gets a reason prompt on the station screen.

3
The supervisor sees it

The plant floor view turns M-02 red; the alert reaches the supervisor on the plant Wi-Fi and on WhatsApp.

4
The camera checks the stage

While the stop is fixed, operator verification confirms a trained person is at the brazing stage next to it.

5
The shift report is ready

At shift end, stops with reasons, output and OEE are ready — nothing typed in.

6
Management sees every plant

The one-way mirror sends the summary to MOS Central; management sees this plant next to the others.

01
The operating layer

MOS Core

Modules, people, roles and permissions, plants and lines, reports — one login and one database for the whole plant.

02
Machine connectivity

MOS Connect

A gateway on the machine network that reads controllers, PCs, files and test benches the way they already talk — Modbus TCP, OPC UA, FTP, Excel and CSV — and keeps buffering if the network drops.

03
AI on the line

MOS Vision

Cameras that recognise operators, check every cycle against the taught standard, judge every part and watch every hydrant — running on a GPU inside the plant.

04
Your plant server

MOS Edge

MOS runs inside your plant, so interlocks and screens keep working when the internet does not. Only outbound connections — your IT never opens a port.

05
Every plant, one view

MOS Central

A one-way mirror to the cloud for management, licence, signed updates with automatic rollback, and remote support.

PLC CNC / EDM Test bench Scanner Camera RFID gate outbound only · one-way mirror MOS Centralevery plant · licence · signed updates MOS EDGE · plant server · runs offline MOS CoreOEEMESRFIDStoresSkillDOJO MOS VisionFace IDMotionVisual QCHydrant MOS ConnectModbus · OPC UA · FTP · Excel/CSV · buffers offline
Modules

Start with one problem.
Add the next when you are ready.

Every module lives on the same platform — one login, one set of people and roles, one place for the plant's data. Each says plainly where it stands today.

Running in production

OEE & Machine Monitoring

Every machine, live — and the real reason it stopped.

Runs in: EDM machines in a tool room, read over the network with no change to…See the module →
Running in production

MES & Traceability

Every unit scanned at every station. Nothing skips a stage.

Runs in: Room-AC indoor and outdoor unit lines — 20+ station apps with…See the module →
Running in production

RFID Asset & Trolley Tracking

Every trolley, every gate, every movement — on its own.

Runs in: Seven dock gates on one RFID engine, two readers per gate, lamps driven…See the module →
Available

Stores & Warehouse

Know what is on every rack before anyone walks there.

Configured to your stations at installationSee the module →
Running in production

Operator Verification with AI

The right trained operator at every critical station — even in mask and goggles.

Runs in: Brazing stages on a room-AC line — operators recognised with masks…See the module →
Proof of concept

Operator Motion Analysis

Every cycle checked against the right way of doing the job.

Runs in: Proof of concept on air-conditioner assembly tasks — brazing a pipe…See the module →
Proof of concept

Visual Quality Inspection

Every part judged by camera in under a second, defect circled.

Runs in: Clutch friction plates (proof of concept) — pads equally spaced…See the module →
Running in production

Fire Safety — Hydrant Watch

The path to every hydrant stays clear — and someone always knows when it is not.

Runs in: Fire safety pilot — hydrant virtual line with zone-wise escalationSee the module →
Available

Skill Matrix

Who can run which station — and where the line is exposed.

Configured to your stations at installationSee the module →
Available

Energy & Utilities

kWh per machine, per shift and per part — read from the meters, not the bill.

Configured to your stations at installationSee the module →
Proof of concept

Gangway & PPE Watch

People in vehicle zones and missing PPE — flagged as it happens.

Runs in: Proof of concept on gangway crossings and PPE zones, alongside the…See the module →
Available

DOJO Training

New joiners trained, tested and certified before they touch the line.

Configured to your stations at installationSee the module →
MOS Vision · AI on the line

AI that works where the work happens.

Not a chatbot on a dashboard. Cameras on the line that know who is at the station, whether the job was done the right way, whether the part is good, and whether the path to the hydrant is clear — running on a machine inside your plant.

Motion analysis — the station camera Proof of concept

What you are watching

An operator brazes a part at a bench: pick it from the bin, fit it in the fixture, braze the joint, place it on the conveyor. MOS was taught this job once by the best operator; now it checks every cycle.

  • Blue dots and lines — the shoulders, elbows, wrists and fingers MOS follows on camera. No sensors on the person.
  • Green zone — where the current step should happen.
  • Timeline — each step against its standard time: green on time, orange slow, red skipped or too short to be done properly.
  • Stamp — the result of the cycle, with one reason underneath. Watch a few cycles: some skip the braze or do it out of order.

Operator verification — the brazing stage camera Running in production

What you are watching

The camera at a brazing stage. People come and go; MOS recognises each one with mask and goggles on and checks the skill matrix for that stage.

  • Teal box — a face found and recognised; the name and the stage rating beside it.
  • PRIMARY / ALTERNATE — a trained operator for this stage; the stage is covered.
  • UNKNOWN / NOT TRAINED — the supervisor is alerted; the stage is logged as not covered.
  • EMPTY — nobody at the stage; the minutes count against the stage, not the person.

What you are watching

A hydrant camera in production. The dotted box is the virtual line; anything left inside it starts the clock.

  • Green line — the path is clear.
  • Red line and timer — an obstruction on the line and how long it has been there.
  • Escalation steps — area in-charge, then the shift head, then the plant head on WhatsApp, each after its agreed minutes.
  • Cleared — the event closes with its total time, kept for the safety review.

Hydrant watch — virtual line and escalation Running in production

What you are watching

A clutch friction plate is placed under the camera by hand — no jig, no special lamp. MOS finds the plate, measures every pad against the others on the same plate, and gives one verdict.

  • Yellow, then green corners — the camera finding focus and locking on the ring.
  • The sweep — every pad checked in turn; the bars outside the ring are the groove spacings it measured.
  • Red bar and circle — the spacing that is out, and where on the plate it is.
  • Zoom — the defect magnified, the way the operator sees it on the result picture.

Visual inspection — clutch friction plates Proof of concept

One system across the plant

Every department on the same truth.

01

Production

Live machine status, OEE by shift, plan versus actual, stage interlocks, line output and the real reasons for every stop.

OEE, availability, performance, quality · Run, idle and alarm hours · Stop count and duration by reason
02

Quality

Camera inspection of every part, test results read from the bench, quality hold and release, and full traceability by serial.

Parts inspected, OK, NG · NG by reason and position · Time to judge a part
03

Maintenance

Breakdowns detected from the machine itself, true stop durations for MTTR and MTBF, and alerts when a machine stays down.

OEE, availability, performance, quality · Run, idle and alarm hours · Stop count and duration by reason
04

Safety & EHS

Hydrant paths kept clear with escalation, only trained people at critical stages, and a record of every safety deviation.

Obstructions per zone · Time to clear · Escalations by level
05

Stores & logistics

Trolleys and assets tracked through every gate, rack occupancy, put-away, picking and FIFO.

Movements per gate and shift · Trolleys in, out and missing · Breaches and approval times
06

Workforce

Skills against stations, DOJO certification, presence at every stage and every cycle checked against the standard.

Stations covered per shift · Operators per level · Training gaps
07

Energy & utilities

Meters and utility equipment read through the same gateway — consumption by line, shift and product.

OEE, availability, performance, quality · Run, idle and alarm hours · Stop count and duration by reason
08

Management

Every plant on one screen, daily reports by e-mail, and the same numbers from the shop floor to the boardroom.

OEE, availability, performance, quality · Run, idle and alarm hours · Stop count and duration by reason
Industries

Configured for the way your plant really runs.

The same platform, set up around your stations, your tests, your rules and your reports.

A shift on a MOS line

What changes on an ordinary day.

The same eight hours, with every machine, unit, operator and hydrant on one system.

06:00

Shift starts

Operators verified at their critical stages. The skill matrix confirms every station is covered.

See it in the plant →
06:40

A machine stops

The stop is seen from the machine itself. Maintenance gets the alert; the reason and duration are recorded.

See it in the plant →
08:15

A unit skips leak test

The next station refuses it, with the reason on the screen. It goes back — not to the customer.

See it in the plant →
09:30

A brazing step is rushed

Motion analysis marks the cycle NG and tells the supervisor which step was too short.

See it in the plant →
11:00

A bad part reaches the camera

It is judged NG in under a second, the defect circled, the picture saved against its result.

See it in the plant →
12:20

A trolley blocks a hydrant

The area in-charge is alerted; it escalates until the path is clear.

See it in the plant →
13:45

A trolley leaves without approval

The gate lamp turns red; the movement is held and audited.

See it in the plant →
14:00

Shift ends

OEE, output, rejects and every exception are already in the report. Nobody typed it.

See it in the plant →
Deployments

Running on real production lines.

Plant names stay private. What was built, and how it works, does not.

Running in production
Room-AC manufacturer · Room AC & HVAC

Indoor and outdoor unit lines

20+ station apps from base pan to dispatch: stage interlocks, BOM serial checks, leak and vacuum results from the benches, MRP labels and indoor–outdoor unit matching.

MES & Traceability →
Running in production
Room-AC manufacturer · Room AC & HVAC

Seven dock gates, one RFID engine

Two readers per gate tell in from out; tower lamps through a shared PLC; blocked trolleys held with a countdown and an approval workflow.

RFID Asset & Trolley Tracking →
Running in production
Room-AC manufacturer · Room AC & HVAC

Brazing stage operator verification

A camera at every brazing stage recognises the operator with mask and goggles on, and logs who worked where and when a stage stood empty.

Operator Verification with AI →
Running in production
Two-wheeler maker · Automotive & Two-wheeler

Final inspection by VIN

Every vehicle traced across five test stations, with tag marking at the end of line — no vehicle leaves with a missing test.

MES & Traceability →
Running in production
Auto-component tool room · Tool Rooms & Machining

EDM machines, read over the network

Cutting, idle and alarm time, programs run and the true breakdown cause — with no change to the machine.

OEE & Machine Monitoring →
Running in production
Optics & mirror plant · Mirrors, Glass & Optics

Lens distortion station — OK / NG per lens

Distortion results read from the station PC as they are produced, OK / NG per lens against the limits, and OEE per shift on a live dashboard.

OEE & Machine Monitoring →
Running in production
Fire safety pilot · Process, FMCG & Packaging

Hydrant virtual-line watch

Obstructions on the hydrant line raise an alert and escalate zone by zone, up to WhatsApp, until cleared.

Fire Safety — Hydrant Watch →
Proof of concept
Friction parts maker · Clutch, Brake & Friction Parts

Clutch plate pads judged by camera

Pads equally spaced, equal in shape, none missing, none wrongly pasted — judged in 0.3–0.5 s per plate, no jig and no special lamp.

Visual Quality Inspection →
Proof of concept
Room-AC manufacturer · Room AC & HVAC

Brazing and screw-tightening cycles checked

The best operator taught the job once; every cycle is marked OK, SLOW, NG or INCOMPLETE with one plain reason.

Operator Motion Analysis →
How it works

From a plant visit to a live line.

1

Plant visit

We see the machines, the line and the problem you want solved.

2

POC on one machine

One machine or station connected; you watch your own data in MOS.

3

Quote & PO

Scope, modules and timeline agreed in writing.

4

Installation

Gateway and plant server in place, your people trained, roles set.

5

Live & supported

Signed updates, support and new modules as the plant grows.

Built for plants, not for slides

Your line never waits for the cloud.

Runs inside your plant

MOS lives on a server in the plant. Interlocks and screens keep working when the internet does not.

No port opened

The plant server only connects outward. Your IT opens nothing to the internet.

Machines unchanged

The gateway reads each machine the way it already talks. Nothing on the machine is replaced.

Signed updates, automatic rollback

Every update is signed, backed up first and health-checked; if a check fails, the plant goes back on its own.

Your people, your rules

Your admin adds staff and decides who sees which module and which line.

Several plants, one view

Each plant runs its own MOS; management sees all of them together.

Questions plants ask

Before you ask.

Does MOS replace our ERP?

No. MOS runs the shop floor — machines, stations, people, quality and safety — and hands finished, traced output to your ERP. It works alongside what you already run.

Do our machines need to be changed?

No. The MOS gateway reads each machine the way it already talks — over the network, from its PC, or from the files it writes. Nothing on the machine is replaced.

What happens when the internet goes down?

Nothing on the line changes. MOS runs on a server inside your plant; interlocks, screens and reports keep working. The cloud copy catches up when the connection returns.

Is our data safe?

Your data stays on your plant server. The server only makes outbound connections, so your IT opens no port. Every user sees only the modules and lines their role allows, and every update is signed and rolled back automatically if a check fails.

How do we start?

With a visit and a proof of concept on one of your machines or stations. You see your own data in MOS before anything is quoted.

Can MOS handle a process you have not done before?

Yes. Every module is configured to the plant — stations, rules, checks and reports. When a plant needs something new, it is built on the same platform and becomes a module for the next plant.

Does the AI need a data centre?

No. The AI modules run on a PC or a GPU machine inside the plant, on cameras you may already have.

Can we have several plants?

Yes. Each plant runs its own MOS; management sees all of them together in MOS Central.

What does the proof of concept cost?

The visit and the POC on one machine or station come before any quotation. You see your own data in MOS first; the quote follows with the scope you choose.

Who owns the data?

You do. It lives on the plant server in your building. Reports can be taken out of MOS at any time.

What hardware do we buy?

A gateway on the machine network, a plant server (or a VM your IT provides), and only the meters, scanners or cameras a module needs that the plant does not already have. Hardware is quoted at cost.

Can our IT host MOS on its own server or VM?

Yes. MOS Edge runs on a server or virtual machine your IT provides inside the plant, on the plant network.

Does it work on phones?

MOS screens open in any browser on the plant network, on a phone or tablet too. Alerts reach the phone through WhatsApp.

What happens when the licence ends?

The plant server keeps its data. The licence covers updates, support and new modules; without it, the system keeps running as it is until renewed.

Who supports it after go-live?

Digiryze, under an annual maintenance contract — remote first, on site when needed. See Support & AMC.

Request a POC

See it on your own machine.

Tell us about your plant and what you want to see. We visit, connect one machine or station, and you watch your own data in MOS before anything is quoted.

  • A plant visit to see the line and the problem
  • One machine or station connected as a proof of concept
  • Your own data, live, on MOS screens
  • Scope, modules and timeline agreed in writing only after that
Thank you — request received.We will call you shortly to plan the visit.