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Animation of a production hall with machine status, sensor data, and work orders lighting up above each machine

Industrial IoT · CMMS · Digital Twin

Know how every machine is doing, and what needs doing today.

Machvory connects the machines, sensors, and power meters in your plant to one system: condition and energy monitoring, OEE, and maintenance work orders. Fitted to the machines you already run, without replacing a single PLC.

  • No PLC or machine swap
  • On-premise or cloud
  • Start with a few machines

Trusted on engineering and industrial projects

  • Pertamina Hulu Energi
  • KAI
  • UGM
  • Seruniaudio
  • Javis
  • Tan & Black
  • Astra Honda Motor
  • AICC
  • KYB Kayaba
  • PT Braja Mukti Cakra
  • PT Mesin Isuzu Indonesia
  • PT Chand Hajar Aswad
  • YPTI

Start from the problem

What usually brings a plant to us

Pick the one closest to your situation. Each row leads to a page that covers it in detail, screens included.

  1. 01

    The electricity bill keeps rising, and nobody knows which machine is behind it.

    Measure consumption per machine, find the waste, and track energy per unit of output.

  2. 02

    Output targets slip, and the reason depends on who you ask.

    OEE calculated automatically per machine and shift, with the causes of downtime.

  3. 03

    A critical machine failed, though the signs were there weeks before.

    Vibration, temperature, and current watched continuously; condition changes are flagged early.

  4. 04

    Work orders live on paper or in WhatsApp groups, and repair history is hard to find.

    Schedules, work orders, checksheets, spare parts, and repair history in one system.

  5. 05

    Operators report a problem, but the technician arrives late.

    A call from the line reaches the right technician directly, and response time is recorded.

  6. 06

    Management wants to see the plant without opening ten reports.

    A 3D model of the plant with the status, alarms, and work orders of every asset.

Two platforms

One data layer, two different questions

TNS and OPTIMUS read the same assets and the same data. What differs is the question each one answers.

Production & energy performance

TNS

Are the machines running productively and efficiently?

  • Automatic OEE per machine and per shift
  • Downtime recorded with its cause
  • Energy use per machine and per unit of output
  • Android and iOS app for energy findings
Explore TNS
TNS energy dashboard showing annual consumption, monthly consumption, distribution per machine, CO2 emissions, cost, and peak load
TNS OEE panel with Availability, Performance, and Quality gauges
TNS Energy app on a phone: today’s consumption, potential waste, and peak demand

Asset reliability & CMMS

OPTIMUS

Which machine is most at risk, and what needs doing?

  • Condition monitoring for vibration, temperature, and current
  • Asset health scores and risk ranking
  • Work orders, PM schedules, checksheets, spare parts
  • Digital Andon for reports from the line
Explore OPTIMUS
OPTIMUS dashboard showing fleet health, availability, active alarms, critical assets, open work orders, and an asset watchlist
OPTIMUS current sensor trend chart with Running status
OPTIMUS Digital Twin asset card: a faulted motor with vibration values per axis

Ready-to-install package

OPTIMUS ARS with Advantech

Advantech wireless sensors on your critical machines, a short maintenance decision list every morning, work orders with proof the repair worked, and an AI assistant, in one package priced per sensor point. A good way to start with a few critical assets.

See the package
Home OPTIMUS ARS di production: daftar keputusan maintenance hari ini untuk mesin kritis, dengan kondisi pabrik, SLA, biaya, dan anggaran 6 bulan

Digital Twin

Your plant, read from its model

A 3D model of the plant carrying machine condition, production, energy, alarms, and work orders. Operating status reads straight off the physical asset instead of a wall of tables.

Asset detail card in the OPTIMUS Digital Twin for an electric motor in faulted status, showing area, device count, running hours, active alarms, open work orders, and vibration per axis
Asset detail card in the OPTIMUS Digital Twin for an electric motor in faulted status, showing area, device count, running hours, active alarms, open work orders, and vibration per axis

01

See

Where every asset sits on the plant model, and how it is doing.

02

Diagnose

Condition, alarms, history, and analytics attached to the same asset.

03

Act

From an alarm straight to an inspection, a work order, and the repair.

In the field

We install it, and we stay with you after

Our own team goes onto the production floor: mounting sensors and panels, pulling cable, setting up the network, until the dashboard is live on the operator’s screen. These photos are from our own projects.

A Machvory technician mounting a data acquisition panel on a column in the production area
A Machvory technician mounting a data acquisition panel on a column in the production area
A tidy data acquisition panel: PLC, OPC UA gateway, network switches, and labelled terminals
A tidy data acquisition panel: PLC, OPC UA gateway, network switches, and labelled terminals
An Andon station on the production line: a call-technician button with a status light
An Andon station on the production line: a call-technician button with a status light
A condition sensor mounted on a gearbox body on the production floor
A condition sensor mounted on a gearbox body on the production floor

Case studies

Already running in customer plants

A summary of five deployments. Outcomes are written as they are, with no percentages we cannot yet prove.

Kereta Api Indonesia

Transportation · OPTIMUS

Generators no longer stop without warning

Generator condition is watched continuously, so signs of trouble show up before the machine quits.

PT Kereta Api Indonesia

Asian Isuzu Casting Center

Metal casting · OPTIMUS

Planned maintenance instead of waiting for breakdowns

Maintenance is scheduled from asset condition, with clear priorities for the team.

PT Asian Isuzu Casting Center

YPTI

Precision machining · OPTIMUS

Maintenance cost, finally visible per work order

Repair cost and loss avoided are recorded on every work order.

PT YPTI

Armeta Kreasi Mandiri

Manufacturing · TNS

The electricity bill, broken down to the machine

Energy use is visible per machine and area, including abnormal spikes.

PT Armeta Kreasi Mandiri

Dharma Group

Plastics manufacturing · TNS

OEE calculated automatically, not compiled at month end

Every machine’s status reads off a 3D model, with productivity and downtime.

PT Dharma Poly Plast

Read all case studies

How we work

Start small, prove it, then scale

Projects start on one line or a few critical assets. Once the results hold up on the floor, the scope widens.

  1. 01

    Understand

    Which operating problem costs the most today

  2. 02

    Check the data

    Measuring points that exist, and those to add

  3. 03

    Pilot

    One line or a few critical assets

  4. 04

    Integrate

    Connect PLCs, meters, and existing systems

  5. 05

    Validate

    Results verified with the team on the floor

  6. 06

    Scale

    More machines, areas, or capabilities

Why Machvory

One team from the sensor to the software

01

Hardware and software together

We work from the physical layer up to the analytics, so data quality problems get fixed at the source, not patched in a dashboard.

02

Works with what you have

Your PLCs, machines, meters, and ERP stay. We read from what is already installed.

03

On-premise or cloud

Deployed to fit your IT/OT policy, including running entirely inside the plant network.

04

A local team, local support

Our engineers work in Indonesian and English, know how plants here run, and can come on site.

Integration

It connects to what you already have

No PLC, machine, meter, or ERP needs replacing. We read data from the equipment already installed, and only add sensors where a data point is missing.

The gateways and sensors we design are the connectivity layer that brings the platform to life. They are not a hardware catalog sold on their own.

  • Siemens, Mitsubishi, Omron, Allen-Bradley PLCs
  • Modbus TCP and Modbus RTU
  • OPC UA
  • MQTT
  • Power and energy meters
  • Vibration, temperature, current sensors
  • Existing SCADA and HMI
  • ERP and SAP
  • REST API and SQL
  • PLCs, sensors, meters → Edge gateway → Machvory integration layer → TNS / OPTIMUS → ERP, SAP, BI

FAQ

What people ask before they start

What is the difference between TNS and OPTIMUS?

TNS answers whether machines run productively and efficiently: OEE, downtime, production, and energy. OPTIMUS answers which machine is at risk and what to do about it: condition monitoring, asset health, and CMMS. Each works on its own or together, on the same data.

Do we have to replace our existing PLCs or machines?

No. We read data over Modbus, OPC UA, MQTT, or from power meters on the equipment already installed. Where a machine lacks a data point we need, we add a sensor or gateway to that machine alone, without touching its controls.

Can it run on-premise, with no cloud?

Yes. It can run entirely on a server inside the plant, in the cloud, or split between the two. The choice usually follows your IT/OT policy and the network on site.

How long until the system is in use?

It depends on how ready the data points are and how many machines are involved. We usually start with a pilot on one line or a few critical assets to prove the data and the workflow, then widen once the results hold up.

Does Machvory sell sensors or gateways on their own?

The devices we design are part of the solution, not a catalog sold separately. For a ready-to-install package with wireless sensors, there is OPTIMUS ARS with Advantech.

Which industries is it suited to?

Manufacturing, automotive, food and beverage, metal casting, process industries, and transport facilities. What matters is the kind of machines and the data available, not the industry name.

Tell us how your plant runs today.

Our engineers will help you pick a sensible first step: which machines first, what data already exists, and how big a pilot is reasonable.

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  • A reply within business hours
  • WhatsApp works too